Software Developer/Engineer (LLM / Meta Llama 3 / Mistral / Mixtral / Python)
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Job Description
Job Description:
Trigyn has a long-term contract opportunity for Software Developer/Engineer with our direct client - a major utility services firm based in Philadelphia, Pennsylvania (Hybrid). Details on the role are listed below:
Consultant Requirements – On-Prem LLM & Vector DB Implementation
Core Experience:
• Hands-on experience deploying open-source LLMs such as Meta Llama 3 and Mistral / Mixtral in on-prem or private environments
• Strong proficiency in Python for LLM inference, prompt engineering, and integration
• Experience with CPU-based inference, model quantization, and performance tuning
Vector Databases & RAG:
• Practical experience with open-source vector databases such as Qdrant, Chroma, Milvus, or Pgvector
• Proven implementation of Retrieval-Augmented Generation (RAG) pipelines
• Experience generating and managing embeddings and metadata filtering
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