Agentic AI Architect

Role Overview: Join Delphi, a company that values creating an environment where employees can thrive. Delphi offers a hybrid work model that allows you to choose where you work, be it the office, home, or a mix of both. The company is committed to supporting personal goals, family, and overall well-being while driving transformative results for clients. Delphi specializes in delivering tailored solutions in Data, Advanced Analytics and AI, Infrastructure, Cloud Security, and Application Modernization. Key Responsibilities: - Architecture & System Design: - Architect scalable agentic systems using advanced LLM and SLM capabilities. - Design multi-agent orchestration frameworks for complex, automated workflows. - Define context, memory, and state-management architectures for persistent agent interactions. - Implement Model Context Protocol (MCP)based integrations across enterprise services. - AI & Platform Implementation: - Design and optimize Retrieval-Augmented Generation (RAG) architectures. - Build agent solutions using LangChain, LangGraph, Semantic Kernel, Agno, and custom frameworks. - Architect and deploy model inference pipelines across cloud, edge, and on-prem environments. - Develop fine-tuning strategies for LLMs and SLMs, including domain and task specialization. - Lead model compression, quantization, and performance-optimization initiatives. - Integration & Enterprise Connectivity: - Architect secure REST, gRPC, and GraphQL APIs for AI platform services. - Design event-driven architectures using message buses and webhooks. - Implement authentication and authorization systems (SSO, OIDC, token-based security). - Build and govern enterprise connectors (Slack, Jira, Salesforce, ERP/CRM platforms). - Data, Models & Evaluation: - Design data preprocessing and governance pipelines (cleaning, deduplication, PII handling). - Architect embedding generation, re-indexing, and retrieval optimization workflows. - Define chunking, windowing, and content processing strategies. - Establish model evaluation, benchmarking, and selection frameworks. Qualification Required: - Core AI & GenAI: - Deep experience with GPT-4, Claude, LLaMA, and enterprise/open-source LLM ecosystems. - Expertise deploying and optimizing SLMs (Phi-3, Gemma, TinyLlama). - Advanced agent frameworks: LangChain, LangGraph, Semantic Kernel, Agno. - RAG systems, vector databases, semantic and hybrid retrieval. - Fine-Tuning & Model Optimization: - Parameter-efficient tuning: LoRA, QLoRA, DoRA, AdaLoRA. - Prompt-tuning, adapters, prefix tuning, P-tuning v2. - RLHF / RLAIF pipelines. - Compression techniques: quantization (INT8/INT4, GPTQ, AWQ, GGML), pruning, distillation. - Deployment & Performance: - Multi-environment deployment (cloud, edge, on-prem). - Autoscaling, rate-limiting, and resource governance. - Real-time inference, streaming pipelines, adaptive reasoning control. - Engineering & Platforms: - TensorFlow, PyTorch, Hugging Face, LlamaIndex. - API-driven system design and full-stack AI service development. - AWS, Azure, GCP AI platforms. - CI/CD, Docker, Kubernetes, monitoring, and observability. Additional Company Details: Delphi is dedicated to creating an environment where employees can thrive professionally and personally. The company offers a competitive compensation package, performance-based incentives, and health benefits. Continuous growth is encouraged through company-sponsored certifications, training programs, and skill-building opportunities. Delphi fosters a culture of inclusivity and support, with remote work options and a fully supported work-from-home setup for comfort and productivity. Team activities, wellness, and mental health programs are included to ensure employees feel supported. Role Overview: Join Delphi, a company that values creating an environment where employees can thrive. Delphi offers a hybrid work model that allows you to choose where you work, be it the office, home, or a mix of both. The company is committed to supporting personal goals, family, and overall well-being while driving transformative results for clients. Delphi specializes in delivering tailored solutions in Data, Advanced Analytics and AI, Infrastructure, Cloud Security, and Application Modernization. Key Responsibilities: - Architecture & System Design: - Architect scalable agentic systems using advanced LLM and SLM capabilities. - Design multi-agent orchestration frameworks for complex, automated workflows. - Define context, memory, and state-management architectures for persistent agent interactions. - Implement Model Context Protocol (MCP)based integrations across enterprise services. - AI & Platform Implementation: - Design and optimize Retrieval-Augmented Generation (RAG) architectures. - Build agent solutions using LangChain, LangGraph, Semantic Kernel, Agno, and custom frameworks. - Architect and deploy model inference pipelines acros