Senior ML Engineer — NLP & LLMs

// AI · ML · Data · Cloud · IT · Staffing

Intelligent Solutions for a Data-DrivenEnterprise

Sunray Enterprise, Inc. delivers cutting-edge AI, machine learning, deep learning, data analytics, and IT staffing solutions — helping organizations harness intelligence at every layer of their business.

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25+

Years in Business

10,000+

Consultants Placed

3

Global Offices

40+

States Served

// Our Practice Areas

Built for the AI Era

From crafting deep learning architectures to placing elite AI engineers, Sunray covers every angle of your technology transformation. Click any area to learn more.

👥

Staffing

AI & IT Staffing

Contract, contract-to-hire, and permanent placement of AI engineers, data scientists, architects, and IT leaders.

Click to learn more →

🤖

AI / ML

AI & Machine Learning

End-to-end ML pipelines, model design, training, fine-tuning, and productionization for real-world business outcomes.

Click to learn more →

🧠

Deep Learning

Deep Learning Systems

Neural network architectures — CNNs, transformers, LLMs — custom-built and optimized for your domain and data.

Click to learn more →

📐

Algorithms

Algorithm Development

Custom algorithm design and optimization: classification, prediction, recommendation, anomaly detection, and search.

Click to learn more →

📊

Data

Data Analytics & Engineering

Data pipelines, lakehouse architectures, BI dashboards, and analytical models that turn raw data into decisions.

Click to learn more →

🗂️

Synthetic Data

Synthetic Dataset Management

Generation, curation, validation, and governance of synthetic datasets to train robust, unbiased AI systems.

Click to learn more →

// Why Sunray

Decades of IT. A new edge in AI.

Founded in 2001 and recognized as one of America’s fastest-growing companies, Sunray has evolved alongside every wave of technology — and is leading the charge into the AI era.

Our Story →

🎯 Outcome-First

We tie every engagement to measurable business results, not billable hours.

🔬 Research-Grade Depth

Our team includes algorithm specialists and published ML practitioners.

⚡ Speed to Value

Rapid prototyping to production — proof-of-concept to live system in weeks.

🌐 Global Reach

Offices in Atlanta, Rhode Island, and Bangalore with a distributed talent network.

// Core IT Services

Full-Spectrum IT Delivery

Beyond AI, our foundational IT capabilities remain best-in-class. Click any area to explore what Sunray has delivered.

🏗️

Software Architecture

Scalable, cloud-native, event-driven system design.

Learn more →

💻

Software Development

Full-stack, mobile, and API development across all major stacks.

Learn more →

📋

IT Project Management

Agile, Scrum, and hybrid delivery for complex programs.

Learn more →

🚀

Performance Tuning

Profiling, optimization, and scaling for high-traffic systems.

Learn more →

// Recent Work

Case Studies

Click any case study to view all our work in detail.

AI / Healthcare

Predictive Patient Risk Scoring

Built a gradient-boosted ML model to predict 30-day readmission risk, integrated into an EHR workflow for a Southeast hospital network.

34% Fewer Readmissions

6 wks Time to Deploy

Deep Learning / Retail

Computer Vision Inventory System

Designed a CNN-based visual inspection pipeline to detect shelf gaps and mislabeled products in real time across 200 store locations.

99.1% Detection Accuracy

$2.1M Shrink Reduced

Data Engineering / Finance

Real-Time Fraud Detection Engine

Architected a streaming data pipeline with anomaly detection algorithms processing 400K transactions per minute for a fintech platform.

0.3ms Latency per Tx

78% Fewer False Positives

View All Case Studies →

// Let’s Build Something

Ready to Accelerate with AI?

Whether you need an AI strategy, a team of expert engineers, or a fully managed delivery partner — Sunray is ready.

Schedule a Consultation

// About Us

Who We Are

A technology company built on trust, innovation, and 25+ years of delivering results for enterprises across North America.

From Staffing Pioneer to AI Leader

Founded in Atlanta in 2001, Sunray Enterprise, Inc. began as a specialized IT staffing firm. Over two decades we have grown into a full-service technology partner — now at the forefront of AI, machine learning, and intelligent systems. We are NMSDC- and WBENC-certified, minority- and women-led, and proudly headquartered in Atlanta with a global delivery footprint.

Founded

2001, Atlanta, GA

Offices

Atlanta · Bangalore · Gurgaon, India · Vancouver, Canada

Consultants Placed

10,000+

Reach

Active in 40+ U.S. states

🔭

Our Vision

To be the premier AI and IT solutions partner for organizations seeking intelligent transformation — from strategy to sustainable competitive advantage.

🎯

Our Mission

To build lasting client relationships through problem-solving, collaboration, and the bold application of emerging technology — delivering measurable business impact every time.

⚖️

Our Values

Integrity in all we do. Respect for every person. Excellence as the standard. Innovation as the engine.

// Diversity & Inclusion

Strength Through Diversity

At Sunray, diversity is a competitive advantage. Our team brings together varied backgrounds, cultures, and perspectives that make our solutions sharper and our workplace stronger.

// Certifications & Memberships

Recognized & Accredited

✅ NMSDC — National Minority Supplier Development Council

✅ WBENC — Women Business Enterprise National Council

✅ TAG — Technology Association of Georgia

✅ NFIB — National Federation of Independent Business

// Our Journey

25 Years of Growth

2024–Present

Expanding AI/ML practice: deep learning, synthetic data management, and intelligent automation services launched as core offerings.

2020–2024

Pivoted to data science and machine learning delivery. Built internal AI competency center with algorithm specialists and data engineers.

2017

Opened New England office in Pawtucket, Rhode Island to serve northeast enterprise clients.

2014

Opened offshore delivery center in Bangalore, India. Expanded into end-to-end software product engineering.

2011–2014

Active in nearly 70% of the contiguous United States with a growing national client base.

2008

Became a primary staff augmentation vendor for multiple Fortune 500 companies.

2004–2008

Recognized as one of America’s fastest-growing 500 companies by Inc. magazine. 50+ consultants active throughout the U.S.

2001

Founded in Atlanta, GA as a specialized IT staffing firm with a mission to match exceptional talent with forward-thinking enterprises.

// Ecosystem

Technology Partners

We work with the world’s leading platforms and frameworks to deliver best-in-class AI and IT solutions.

// AI & ML Platforms

Our Technology Stack

TensorFlow

PyTorch

Scikit-learn

Hugging Face

OpenAI API

LangChain

Apache Spark

Databricks

Snowflake

dbt

AWS SageMaker

Azure ML

Google Vertex AI

MLflow

Kubernetes

Docker

Terraform

GitHub Actions

// Languages & Frameworks

Python

R

SQL / NoSQL

Java

Scala

Node.js

React / Next.js

.NET / C#

FastAPI

Kafka

// Cloud & Infrastructure

Amazon Web Services

Microsoft Azure

Google Cloud Platform

Snowflake

Cloudera

// Staffing / For Employers

Hire the AI & IT Talent Your Organization Needs

Contract, contract-to-hire, or permanent — we source, screen, and deliver elite technology professionals. Click any option to learn more.

⚡

Contract Placement

Flexible, fast engagement for project bursts, backfills, and short-term skill gaps. Pre-vetted candidates available in days.

Click for details →

🔄

Contract-to-Hire

Evaluate talent on the job before making a permanent offer. Reduce hiring risk while building your team.

Click for details →

🎯

Direct Hire / Executive Search

Targeted search for permanent roles — from senior engineers to C-suite technology leaders.

Click for details →

// Our Process

How We Work

Our seasoned team of Account Representatives and Recruiters have deep technology understanding. Our service goes far beyond keyword matching — you will receive only the resumes of candidates that are a true match to your requirement.

01

Requirement Intake

We work closely with you to understand the role, team dynamics, skills needed, and business context — not just the job description.

02

Talent Sourcing

We tap our curated network of 2,500+ pre-screened professionals, actively recruit, and apply targeted outreach to find the right fit.

03

Screening & Vetting

Every candidate is technically screened, reference-checked, and assessed for skills and culture alignment before you see a resume.

04

Presentation

You receive a curated shortlist — only qualified candidates that match your requirements. No noise, no filler.

05

Onboarding & Support

We support the transition from offer to day one and remain your point of contact throughout the engagement.

// Specializations

Roles We Fill

• ML Engineers & AI Researchers
• Data Scientists
• Data Engineers
• Deep Learning Specialists
• Cloud Architects
• Cybersecurity Engineers
• Full-Stack Software Engineers
• IT Project Managers
• Software Architects
• DevOps / MLOps Engineers
• QA & Test Automation Engineers
• Business Intelligence Analysts

Ready to build your team?

Tell us what you need and we’ll match you with qualified candidates within 48 hours.

Submit a Staffing Request

// Staffing / For Job Seekers

Find Your Next AI & Technology Role

From day one, we have been providing our consultants with the best jobs in the field, for the most competitive wages.

// Job Seekers

Your Career is Our Priority

We take care of our consultants the way we take care of our clients — with the utmost professionalism and dedication. We have an established reputation in the field and are extremely selective with what we present to our consultants.

We understand how valuable your time is, and we will not let it be wasted. Submit your resume and you will be contacted regarding new opportunities that suit your skills. We invite you to join our team of talented professionals serving client locations across the United States. Our candidates are equally important to us as our clients and we take utmost care and responsibility for them.

🎯 Selective Matching

We only present opportunities that genuinely match your skills, experience level, and career goals.

⚡ Minimize Downtime

We value your time and work with urgency to minimize any gap between your assignments.

📣 Timely Feedback

We provide accurate, timely feedback so you can make informed decisions about your next role.

// Highlights

Why Consultants Choose Sunray

📞

Always Reachable

Once on assignment, we are only a phone call away for any questions or concerns, and we will respond as quickly as possible.

🤝

Referral Bonuses

Tell your friends and co-workers about us. If we place them on an assignment, we’ll say thank you with a referral bonus!

💼

Competitive Wages

We consistently place consultants at the most competitive market rates across contract, contract-to-hire, and permanent roles.

// Become a Sunray Employee

Join Our Team

Our employees are our most valuable asset. We are committed to providing full encouragement and support to enhance their potential and their contribution to the company’s business. We are confident that you will find working with Sunray to be a seamless and rewarding experience.

• → We are extremely selective with what we present to our candidates and always make sure that the job is a match for your skills.
• → We work with a sense of urgency to minimize any downtime you may have between assignments.
• → We provide timely and accurate feedback so you can make informed decisions in selecting your next assignment.
• → Once on assignment, we are only a phone call away for any questions or concerns.
• → Working with Sunray is a seamless and rewarding experience — our candidates are equally important to us as our clients.

// Current Opportunities

Open Positions

We post new openings frequently. Send resumes to hr@sunraycorp.com

Senior ML Engineer — NLP & LLMs

Atlanta, GA (Hybrid)Contract$85–110/hrAI / NLP

Apply →

Data Scientist — Predictive Modeling

Remote (U.S.)Contract-to-Hire$75–95/hrData Science

Apply →

Cloud Data Engineer — AWS / Databricks

Atlanta, GAPermanent$130–160KData Engineering

Apply →

Computer Engineers — Embedded Systems

Atlanta, GAContractEmbedded C/C++, Python, VxWorks

Apply →

Software Architect — Microservices

Rhode Island (Hybrid)Contract$100–130/hrArchitecture

Apply →

IT Project Manager — Agile / AI Programs

Atlanta, GAContract-to-Hire$70–90/hrProject Management

Apply →

Don’t see a fit?

Submit your resume and we’ll reach out when a matching role opens.

Submit Your Resume

// AI & IT Solutions

AI & Machine Learning

From strategy and architecture to training, deployment, and monitoring — we build AI systems that perform in production.

🏗️

ML Architecture & Design

We design the right ML approach for your problem: supervised, unsupervised, reinforcement learning, or ensemble methods — with scalability built in from day one.

🔁

End-to-End ML Pipelines

Feature engineering, model training, validation, CI/CD for models, and automated retraining pipelines using MLflow, SageMaker, or Vertex AI.

🧠

Deep Learning & Neural Networks

CNNs for vision, RNNs/LSTMs for sequence data, and transformer-based architectures including fine-tuned LLMs for enterprise language tasks.

🔍

Anomaly & Pattern Detection

Real-time detection of fraud, equipment failure, security threats, and process deviations using custom statistical and neural models.

💬

NLP & Conversational AI

Sentiment analysis, entity extraction, document understanding, and intelligent chatbots powered by fine-tuned language models.

📈

Forecasting & Prediction

Time-series forecasting, demand planning, risk scoring, and recommendation engines tailored to your industry and data.

// Our Process

How We Deliver

01

Discovery

Business objective mapping, data audit, feasibility assessment, and ROI framing.

02

Data Prep

Data cleaning, feature engineering, and synthetic data generation where needed.

03

Model Build

Algorithm selection, training, hyperparameter tuning, and rigorous evaluation.

04

Deploy

Containerized model serving, API integration, and CI/CD pipeline setup.

05

Monitor

Drift detection, performance dashboards, retraining triggers, and ongoing optimization.

// AI & IT Solutions

Data Analytics & Engineering

We build the data foundations that power AI — from raw ingestion to executive dashboards and predictive insights.

🔧

Data Pipeline Engineering

Batch and streaming pipelines using Apache Spark, Kafka, dbt, and Airflow — built to scale and built to last.

🏛️

Lakehouse & Warehouse Design

Modern data architecture on Snowflake, Databricks, BigQuery, or Redshift — optimized for analytics and ML workloads.

📊

BI & Analytics Dashboards

Tableau, Power BI, Looker, and custom-built dashboards that surface the metrics that drive decisions.

📐

Statistical Analysis

Hypothesis testing, A/B testing, cohort analysis, and causal inference to turn observations into confident business actions.

🔗

Data Integration

Connecting CRMs, ERPs, IoT feeds, APIs, and third-party sources into a unified, governed data platform.

🛡️

Data Governance & Quality

Cataloging, lineage tracking, PII management, and data quality frameworks that make your data trustworthy.

// AI & IT Solutions

Algorithm Development

Custom algorithm design and optimization for problems where off-the-shelf solutions fall short.

Not every problem has a library function. Our algorithm specialists design, analyze, and implement bespoke computational methods with rigor from both academic depth and production experience.

🎯

Classification Algorithms

Binary and multiclass classifiers tuned for precision, recall, and real-world class imbalance — from decision trees to neural ensembles.

🔮

Prediction & Regression

Linear, polynomial, Bayesian, and gradient-boosted regression models with uncertainty quantification.

🔍

Search & Retrieval

Vector search, approximate nearest neighbors (ANN), and semantic retrieval systems for large-scale knowledge bases.

📦

Clustering & Segmentation

K-means, DBSCAN, hierarchical clustering, and topic modeling for unsupervised pattern discovery.

♟️

Optimization Algorithms

Linear programming, genetic algorithms, simulated annealing, and reinforcement learning for scheduling, routing, and resource allocation.

📏

Ranking & Recommendation

Collaborative filtering, content-based, and hybrid recommendation systems for personalization at scale.

// AI & IT Solutions

Synthetic Dataset Management

High-fidelity synthetic data that trains better models, protects privacy, and accelerates AI development cycles.

Real-world data is often too sparse, biased, or sensitive to use directly in AI training. Sunray designs synthetic data programs with privacy guarantees and statistical fidelity.

🏭

Synthetic Data Generation

GAN-based, VAE-based, and rule-based generation for tabular, image, text, and time-series data.

✅

Quality Validation

Statistical fidelity testing, distribution matching, and utility evaluation to ensure synthetic data performs like real data in training.

🔒

Privacy & Compliance

Differential privacy, k-anonymity, and re-identification risk assessment — safe for regulated industries.

⚖️

Bias Mitigation

Deliberate augmentation of underrepresented classes and demographic groups to build fairer, more robust AI systems.

🗂️

Dataset Curation & Labeling

Annotation workflows, label quality management, and active learning pipelines for supervised learning at scale.

🔄

Lifecycle Management

Version control, provenance tracking, and refresh cycles that keep your training data current as your model evolves.

// AI & IT Solutions

Software Development

Full-stack, cloud-native, and AI-integrated software built to scale and built to last.

🌐

Web & API Development

React, Next.js, Node, Python (FastAPI/Django), and .NET applications with RESTful and GraphQL APIs.

📱

Mobile Applications

iOS, Android, and cross-platform (React Native / Flutter) apps with native performance.

🤖

AI-Integrated Applications

Applications with embedded ML inference, LLM-powered features, and real-time data intelligence baked in.

☁️

Cloud-Native Systems

Microservices, serverless, and container-based systems on AWS, Azure, and GCP — fully automated CI/CD.

🔗

Integration & Middleware

ETL, event streaming, and API gateway work that connects your ecosystem cleanly and reliably.

🔧

Maintenance & Modernization

Legacy system refactoring, re-platforming, and ongoing support to keep your software competitive.

// AI & IT Solutions

Software Architecture

Scalable, resilient, and AI-ready system design — from greenfield to enterprise-wide transformation.

🏛️

Enterprise Architecture

System-of-systems design, domain-driven design (DDD), and cross-platform integration blueprints aligned with business strategy.

☁️

Cloud Architecture

Multi-cloud, hybrid, and cloud-native designs on AWS, Azure, and GCP — with IaC (Terraform/CDK) baked in.

🔬

AI System Architecture

Feature stores, model registries, inference infrastructure, and MLOps platforms that keep AI systems reliable in production.

🔄

Event-Driven & Microservices

Kafka-based event streaming, service mesh, and API gateway design for modern distributed systems.

🛡️

Security Architecture

Zero-trust design, IAM frameworks, encryption-at-rest and in-transit, and compliance-ready architectures.

📐

Architecture Review & Audit

Independent assessment of existing systems: bottlenecks, risks, tech debt, and a prioritized remediation roadmap.

// AI & IT Solutions

IT Project Management

Experienced PMs and delivery leaders who bring clarity, accountability, and momentum to your most complex technology programs.

🏃

Agile & Scrum Delivery

Sprint planning, backlog grooming, velocity tracking, and retrospectives that keep AI and software projects on track.

🗺️

Program Management

Multi-track program delivery, dependency management, and executive steering support for large-scale IT transformations.

🤖

AI Program Delivery

Specialized PM support for ML projects: milestone management from data acquisition through model deployment and adoption.

🔄

Change Management

Organizational readiness, training plans, and adoption strategies that make technology transitions stick.

📋

Vendor & Contract Management

RFP development, vendor selection, SLA governance, and multi-vendor coordination for complex delivery environments.

📊

PMO as a Service

Fractional or embedded PMO support — standards, templates, reporting, and governance frameworks on demand.

// AI & IT Solutions

IT Systems Performance

Find the bottlenecks, fix the root causes, and scale with confidence. We optimize systems that need to perform.

🔍

Performance Profiling

Deep-dive analysis of application latency, database query plans, memory usage, and CPU profiles to pinpoint exactly what’s slow.

⚡

Application Optimization

Code-level tuning, caching strategies, async refactoring, and algorithmic improvements that deliver immediate gains.

🗄️

Database Tuning

Index optimization, query rewriting, schema redesign, and read-replica strategies for SQL and NoSQL at scale.

☁️

Cloud Cost & Scaling

Right-sizing, autoscaling design, and cost optimization to reduce cloud spend while improving reliability.

📈

Load & Stress Testing

Realistic load simulation to find breaking points before your users do, with actionable remediation plans.

🤖

ML Inference Optimization

Model quantization, distillation, batching, and hardware-accelerated serving to make AI predictions faster and cheaper.

// AI & IT Solutions

Quality Assurance & Testing

Rigorous testing for software and AI systems — because quality isn’t a phase, it’s a practice.

🔬

Automated Test Engineering

Selenium, Playwright, Cypress, and pytest-based test automation suites integrated into your CI/CD pipeline.

🔗

API & Integration Testing

Contract testing, end-to-end integration validation, and mock/stub frameworks for complex distributed systems.

🤖

AI Model Testing

Evaluation frameworks for ML models: accuracy, bias, robustness, and behavioral testing including adversarial probes.

📱

Mobile & Cross-Browser Testing

Device farm testing, visual regression, and accessibility compliance across platforms and browsers.

🔒

Security Testing

SAST, DAST, penetration testing, and dependency vulnerability scanning for application security assurance.

📊

Test Strategy & QA Consulting

QA maturity assessment, test planning, and the design of testing frameworks that scale with your engineering org.

// Proof of Work

Case Studies

Real engagements. Measurable outcomes. Here’s what working with Sunray looks like in practice.

AllAI & ML ImplementationsSoftware EngineeringIT Staffing Wins

AI / Healthcare

Predictive Patient Risk Scoring

Gradient-boosted ML model predicting 30-day hospital readmission risk, integrated into EHR workflows for a Southeast hospital network. Synthetic data augmentation addressed rare event underrepresentation.

34% Readmission Reduction

6 wks Concept to Prod

Deep Learning / Retail

Computer Vision Inventory System

CNN-based visual inspection pipeline detecting shelf out-of-stocks and mislabeled products in real time across 200 retail locations, replacing daily manual audits.

99.1% Detection Accuracy

$2.1M Annual Savings

Data Engineering / Finance

Real-Time Fraud Detection Engine

Kafka-based streaming pipeline with ensemble anomaly detection, processing 400,000 transactions per minute at sub-millisecond latency for a leading fintech platform.

0.3ms P99 Latency

78% Fewer False Flags

NLP / Legal

Contract Intelligence Platform

Fine-tuned transformer model on 50,000 legal contracts to extract key clauses, flag risk terms, and summarize obligations. Deployed as in-house tool reducing attorney review time dramatically.

91% Clause Accuracy

14× Faster Review

Performance / E-commerce

Platform Optimization — 10× Throughput

Diagnosed and resolved cascading database and caching bottlenecks in a high-traffic e-commerce platform, increasing throughput tenfold and cutting p99 latency by 85%.

10× Throughput Gain

85% Latency Reduction

IT Staffing / Fortune 500

AI Engineering Team Build-Out

Placed a complete team of 12 ML engineers, data scientists, and MLOps specialists for a Fortune 500 consumer goods company launching its first enterprise AI platform. All roles filled and onboarded within 60 days.

12 Roles Filled

60 days Full Team Onboarded

AI / Healthcare

Predictive Patient Risk Scoring

Gradient-boosted ML model predicting 30-day hospital readmission risk for a Southeast hospital network. Synthetic data augmentation handled rare event underrepresentation in training data. Integrated directly into EHR workflow.

34% Readmission Reduction

6 wks Concept to Prod

Deep Learning / Retail

Computer Vision Inventory System

CNN-based visual inspection pipeline detecting shelf gaps and mislabeled products in real time across 200 retail locations. Replaced costly manual daily audits with a fully automated, always-on system.

99.1% Detection Accuracy

$2.1M Annual Savings

Data Engineering / Finance

Real-Time Fraud Detection Engine

Kafka-based streaming pipeline with ensemble anomaly detection algorithms processing 400,000 transactions per minute at sub-millisecond latency for a leading fintech platform.

0.3ms P99 Latency

78% Fewer False Positives

NLP / Legal

Contract Intelligence Platform

Fine-tuned a transformer model on 50,000 legal contracts to extract key clauses, flag risk terms, and summarize obligations. Cut attorney contract review time from hours to minutes.

91% Clause Accuracy

14× Faster Review

ML / Supply Chain

Demand Forecasting Model

Multi-variate time-series forecasting model for a national distributor, incorporating external signals (weather, events, macroeconomic data) to improve inventory planning across 800 SKUs.

31% Forecast Error Reduction

$4.5M Inventory Savings/yr

Synthetic Data / Robotics

Synthetic Training Dataset for Robotics

Designed and generated a 2M-image synthetic dataset for a robotics company training pick-and-place vision models, overcoming the scarcity of real labeled data in their manufacturing environment.

2M+ Synthetic Images

96% Model Accuracy

Architecture / Healthcare

EHR System Modernization

Re-architected a monolithic legacy EHR into a FHIR-compliant microservices platform on AWS, enabling rapid feature deployment, real-time integrations, and AI model embedding.

4× Faster Feature Releases

99.97% Uptime Post-Migration

Performance / E-commerce

Platform Optimization — 10× Throughput

Diagnosed and resolved cascading database and caching bottlenecks in a high-traffic e-commerce platform, increasing request throughput tenfold during peak season without hardware changes.

10× Throughput Gain

85% Latency Reduction

Software Dev / Logistics

Route Optimization Application

Built a full-stack web application combining a custom graph-based routing algorithm with real-time traffic data to optimize last-mile delivery routes for a Southeast logistics provider.

22% Fuel Cost Reduction

18% On-Time Delivery Gain

DevOps / SaaS

CI/CD & Infrastructure Transformation

Designed and implemented a full GitOps pipeline (GitHub Actions + Terraform + Kubernetes) for a SaaS company, reducing deployment time from days to under 15 minutes with zero-downtime releases.

97% Deploy Time Reduction

0 Downtime Incidents

QA / Financial Services

Automated Test Suite — Core Banking

Built a 1,200-test Playwright automation suite covering critical banking workflows, integrated into CI/CD with nightly regression runs that replaced 3 weeks of manual testing cycles.

1,200+ Automated Tests

3 wks → 2 hrs Test Cycle Time

Mobile / Retail

Cross-Platform Customer App

Delivered a React Native iOS/Android app with AI-powered product recommendations, AR try-on, and real-time inventory for a mid-market fashion retailer — from spec to launch in 14 weeks.

14 wks Spec to Launch

4.8★ App Store Rating

IT Staffing / Fortune 500

AI Engineering Team Build-Out

Placed a complete team of 12 ML engineers, data scientists, and MLOps specialists for a Fortune 500 consumer goods company launching its first enterprise AI platform. All roles filled and onboarded within 60 days.

12 Roles Filled

60 days Full Team Onboarded

Staffing / Healthcare IT

Rapid EHR Implementation Staffing

Placed 8 specialized Epic/Cerner implementation consultants for a hospital system undergoing a time-critical EHR rollout. All placements active within 10 business days of the engagement kickoff.

8 Specialists Placed

10 days Time to Placement

Staffing / Financial Services

Senior Data Science Leadership

Executive search and placement of a VP of Data Science and two Principal ML Engineers for a regional bank building its first in-house AI team. All three retained past the 12-month mark.

3 Senior Leaders Placed

100% 12-Month Retention

Staffing / Government

Cleared IT Professionals Pipeline

Established an ongoing pipeline of security-cleared IT professionals (Secret and Top Secret) for a federal government contractor in the Atlanta area, fulfilling 20+ roles over an 18-month engagement.

20+ Cleared Roles Filled

18 mos Ongoing Engagement

Staffing / Manufacturing

IoT & Embedded Engineers

Placed a team of 6 embedded systems engineers (C/C++, Python, VxWorks) for a manufacturing client deploying IoT sensor networks across their production floor. Roles filled in under 3 weeks.

6 Engineers Placed

3 wks Time to Fill

Staffing / Tech Startup

CTO & Engineering Leadership Search

Placed a CTO and two senior engineering leads for a high-growth Atlanta-based AI startup. Our network and technical screening ensured cultural alignment alongside technical excellence.

3 Leadership Roles Placed

Series B Raised Post-Hire

// Client Voices

Testimonials

What clients and consultants say about working with Sunray.

★★★★★

“I’ve worked for midsize and large companies for well over 20 years, and through all these years, the one vendor company that I’ve found very pleasing to work with has been Sunray. Time and time again, Sunray provides our project teams with quality software professionals at very short notices.”

VP of Engineering — Fortune 500 Technology Company

★★★★★

“We like the quality of consultants that come from team Sunray. Your HR team consistently does a great job in understanding our requirements and providing candidates that are a great fit for the work and to complement our team!”

Director of IT — Regional Financial Services Firm

★★★★★

“We’ve had Sunray as one of our primary vendors for a few years now. Sunray provides a professional experience that is very friendly, and their team is attentive to the unique needs of our projects and acts within our time requirements — which can sometimes be pretty tight.”

Program Manager — Healthcare Technology Company

★★★★★

“The Sunray data team built our analytics lakehouse from the ground up. Their depth in Databricks and dbt was impressive, and they delivered a system that has become the backbone of our reporting and AI initiatives.”

Chief Data Officer — Healthcare Technology Firm

★★★★★

“The synthetic dataset program Sunray designed gave us the training data volume we needed without compromising patient privacy. We simply couldn’t have moved as fast without them.”

Head of AI Research — Hospital System, Southeast U.S.

★★★★★

“I’d place Sunray’s commitment to customer satisfaction at the top compared to all the other vendors that we deal with. Either it is a very short-term project or a long-term need, Sunray folks take care of our needs. I highly recommend Sunray.”

IT Director — Enterprise Software Company

// Get in Touch

Contact Us

Tell us about your project or staffing need and we’ll respond within one business day.

Send a Message

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Our Office

📍

Atlanta, GA (Headquarters)

3621 Vinings Slope SE, Suite 4310

Atlanta, GA 30339

📍

Bangalore, India

#54, 3rd Floor, Vani Vilas Road

Basavanagudi, Bangalore – 560004

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Gurgaon, India

Sunray Intexo Pvt Ltd

9th Floor, Suite 911, Welldone Techpark

Sector 48, Bhondsi

Gurugram, Haryana 122018

📍

Vancouver, Canada

2601 West Broadway

Vancouver, BC V6K 2G2

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Phone

+1 (678) 584-1312

Mon–Fri, 8AM–8PM EST

✉️

Email

contact@sunraycorp.com

For staffing resumes: hr@sunraycorp.com

⚡ Quick Response Guarantee

We respond to all inquiries within one business day. For urgent staffing needs, call us directly for same-day service.

AI & IT Staffing

AI & IT Staffing

Sunray is one of the most trusted IT staffing partners for Fortune 500 companies and high-growth organizations across the U.S. Our staffing practice specializes in placing elite AI, ML, data, and IT professionals — fast.

What We Do

• Contract, contract-to-hire, and direct hire placements
• AI engineers, ML engineers, data scientists, and MLOps specialists
• Software architects, full-stack engineers, and IT project managers
• Cybersecurity, cloud, and DevOps professionals
• C-suite and senior technology leadership search

Our Track Record

• 2,500+ consultants placed across 40+ U.S. states
• Primary vendor for multiple Fortune 500 companies
• AI team build-outs completed in 60 days or less
• Deep technical screening — we go far beyond keyword matching

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AI / Machine Learning

AI & Machine Learning

Sunray designs, builds, and deploys production-grade machine learning systems across industries — from healthcare and finance to retail and logistics.

Capabilities

• End-to-end ML pipeline design and implementation
• Supervised, unsupervised, and reinforcement learning models
• Model training, hyperparameter tuning, and validation
• MLOps: CI/CD for models, drift detection, retraining automation
• LLM fine-tuning and NLP system development
• Real-time inference APIs and batch prediction systems

Delivered Results

• 34% hospital readmission reduction via gradient-boosted risk model
• 78% reduction in fraud false positives for a fintech platform
• 91% clause accuracy on AI-powered contract review platform

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Deep Learning

Deep Learning Systems

Our deep learning specialists design and train custom neural network architectures for vision, language, and sequential data tasks that demand the highest accuracy.

Architectures We Build

• Convolutional Neural Networks (CNNs) for image and video analysis
• Transformer models and LLMs for language and document intelligence
• RNNs and LSTMs for time-series and sequential pattern recognition
• Generative models (GANs, VAEs, Diffusion) for data generation
• Graph Neural Networks for relational and structured data

Example Deployments

• Computer vision inventory system — 99.1% detection accuracy across 200 retail stores
• Transformer-based legal contract intelligence platform
• Synthetic image generation for robotics training (2M+ images)

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Algorithm Development

Algorithm Development

Not every problem has a library function. Our algorithm specialists design bespoke computational methods with rigor from both academic depth and production engineering.

Types of Algorithms We Build

• Classification and multiclass prediction (decision trees to neural ensembles)
• Regression and Bayesian models with uncertainty quantification
• Anomaly detection and outlier scoring
• Graph algorithms: shortest path, clustering, community detection
• Optimization: genetic algorithms, simulated annealing, linear programming
• Recommendation and ranking systems at scale
• Vector search and semantic retrieval (ANN, HNSW)

Delivered Results

• Route optimization algorithm — 22% fuel cost reduction for logistics client
• Real-time anomaly detection at 400K transactions/minute
• Demand forecasting — 31% reduction in forecast error across 800 SKUs

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Data Analytics & Engineering

Data Analytics & Engineering

Sunray builds the data infrastructure that makes AI and business intelligence possible — from raw ingestion to executive dashboards and predictive analytics systems.

What We Build

• Batch and streaming data pipelines (Spark, Kafka, Airflow, dbt)
• Data lakehouses on Snowflake, Databricks, BigQuery, and Redshift
• Tableau, Power BI, and Looker dashboard implementations
• Statistical analysis, A/B testing, and cohort analytics
• Data governance, cataloging, and PII management frameworks

Example Engagements

• Analytics lakehouse built from scratch on Databricks for a healthcare tech firm
• Real-time fraud detection data pipeline — 0.3ms P99 latency
• $4.5M inventory savings/year via demand forecasting data system

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Synthetic Dataset Management

Synthetic Dataset Management

Real-world data is often too scarce, biased, or sensitive to use in AI training. Sunray designs synthetic data programs with privacy guarantees and statistical fidelity.

Our Capabilities

• GAN-based, VAE-based, and rule-based data generation
• Tabular, image, text, and time-series synthetic datasets
• Statistical fidelity validation and utility testing
• Differential privacy and re-identification risk assessment
• Bias mitigation via deliberate class augmentation
• Dataset versioning, provenance, and lifecycle management

Delivered Results

• 2M+ synthetic images for robotics vision model — 96% accuracy
• Privacy-safe patient data generation for hospital AI model training
• Synthetic fraud scenarios for financial model stress-testing

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Contract Placement

Contract Placement

Sunray partners with customers to find the best candidates for short- and long-term temporary assignments. We recognize that today's job market requires flexibility for time-critical projects, additional talent to meet deadlines, and specialized skills that may not exist in your current staff.

Our service goes far beyond keyword matching — you receive only the resumes of candidates who are a true match to your requirement.

How It Works

• Contract staffing allows your company to maintain appropriate staffing levels during seasonal changes, rapid growth, and temporary slowdowns
• Candidates work as Sunray employees on a time-and-materials basis for our client partners
• You reduce exposure to excess labor and benefits costs while maintaining a flexible workforce
• Pre-vetted, technically screened candidates available in as little as 48 hours

Submit a Staffing Request →

Contract-to-Hire

Contract-to-Hire

This option provides a unique interim-staffing solution, where both the employer and employee get a chance to test the working dynamics before committing to a fixed professional relationship.

How It Works

• The selected consultant works as a temporary Sunray employee for a pre-negotiated period at a pre-determined hourly rate
• At the end of the contract period, the client can convert the consultant to a full-time direct employee
• Alternatively, the client can extend the contract for further evaluation
• At any time, the client may request a replacement if the consultant is not meeting expectations

Why It Works

• Dramatically reduces the risk of a bad permanent hire
• Allows you to evaluate skills and culture fit on the job — not just in interviews
• Flexible exit if the engagement does not meet expectations

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Direct Hire / Executive Search

Direct Hire & Executive Search

For organizations building permanent technology teams or filling leadership roles, Sunray conducts targeted searches that go beyond job boards and keyword filters. We leverage our deep network and rigorous screening process to find candidates who are not just qualified — but the right fit.

What We Offer

• Full-cycle direct hire recruiting for technical roles at all seniority levels
• Executive search for CTOs, VPs of Engineering, Chief Data Officers, and AI leadership
• Thorough technical and cultural fit screening before any resume is presented
• Reference checks, background screening coordination, and offer negotiation support

Track Record

• VP of Data Science and Principal ML Engineers placed at regional bank — 100% 12-month retention
• CTO placed at high-growth AI startup that subsequently raised Series B
• AI engineering teams built for Fortune 500 clients in 60 days or less

Start an Executive Search →