Padmi

Backend AI Engineer - LLM Apps

MumbaiPosted 2 months ago
Software engineeringJuniorFull Time; Regular
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Description: Dear Candidates, We have vacancy in Mumbai, location Kurla. Key Responsibilities: - Develop and implement LLM-based applications for financial use cases such as research summarization, sentiment analysis, and chatbot systems. - Fine-tune and optimize pre-trained language models (e.g., GPT, LLaMA, etc.) for domain-specific tasks. - Build and manage prompt engineering pipelines to improve model performance and output quality. - Work with structured and unstructured data (financial reports, news, transcripts, etc.). - Integrate LLMs with internal systems, APIs, and trading platforms. - Develop Retrieval-Augmented Generation (RAG) systems using vector databases. - Ensure scalability, performance, and low-latency deployment of AI solutions. - Collaborate with data scientists, engineers, and business teams to identify AI-driven opportunities. - Monitor, evaluate, and improve model performance, accuracy, and reliability. Required Skills & Qualifications: - Experience: 2+ years in AI/ML/NLP/LLM-based development. - Education: B.Tech/M.Tech in Computer Science, AI, Data Science, or related field. Technical Skills : - Strong proficiency in Python - Experience with NLP and LLM frameworks (Transformers, Hugging Face, OpenAI APIs) - Knowledge of prompt engineering, fine-tuning, and embeddings - Experience with vector databases (FAISS, Pinecone, Weaviate, etc.) - Familiarity with RAG architectures - Understanding of REST APIs and system integration - Basic knowledge of cloud platforms (AWS/GCP/Azure) - Familiarity with Node.js and redis Good-to-Have Skills : - Experience in fintech or financial domain - Knowledge of LangChain, LlamaIndex - Exposure to real-time data processing - Understanding of model deployment & MLOps - Familiarity with data privacy and AI governance - Google ADK - LibreChat - LangGraph Soft Skills : - Strong analytical and problem-solving skills - Good communication skills (technical + non-technical) - Ability to work in a fast-paced startup environment - Collaborative mindset Looking for candidates from Mumbai only, Only immediate joiners Description: Dear Candidates, We have vacancy in Mumbai, location Kurla. Key Responsibilities: - Develop and implement LLM-based applications for financial use cases such as research summarization, sentiment analysis, and chatbot systems. - Fine-tune and optimize pre-trained language models (e.g., GPT, LLaMA, etc.) for domain-specific tasks. - Build and manage prompt engineering pipelines to improve model performance and output quality. - Work with structured and unstructured data (financial reports, news, transcripts, etc.). - Integrate LLMs with internal systems, APIs, and trading platforms. - Develop Retrieval-Augmented Generation (RAG) systems using vector databases. - Ensure scalability, performance, and low-latency deployment of AI solutions. - Collaborate with data scientists, engineers, and business teams to identify AI-driven opportunities. - Monitor, evaluate, and improve model performance, accuracy, and reliability. Required Skills & Qualifications: - Experience: 2+ years in AI/ML/NLP/LLM-based development. - Education: B.Tech/M.Tech in Computer Science, AI, Data Science, or related field. Technical Skills : - Strong proficiency in Python - Experience with NLP and LLM frameworks (Transformers, Hugging Face, OpenAI APIs) - Knowledge of prompt engineering, fine-tuning, and embeddings - Experience with vector databases (FAISS, Pinecone, Weaviate, etc.) - Familiarity with RAG architectures - Understanding of REST APIs and system integration - Basic knowledge of cloud platforms (AWS/GCP/Azure) - Familiarity with Node.js and redis Good-to-Have Skills : - Experience in fintech or financial domain - Knowledge of LangChain, LlamaIndex - Exposure to real-time data processing - Understanding of model deployment & MLOps - Familiarity with data privacy and AI governance - Google ADK - LibreChat - LangGraph Soft Skills : - Strong analytical and problem-solving skills - Good communication skills (technical + non-technical) - Ability to work in a fast-paced startup environment - Collaborative mindset Looking for candidates from Mumbai only, Only immediate joiners

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Backend AI Engineer - LLM Apps at GSM People Consulting · Padmi