Software Developer/Engineer

Deliverables: ? Reference architecture and deployment guidance ? Working prototype (LLM + vector DB + RAG) ? Documentation and knowledge transfer to internal teams.

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TRIGYN TECHNOLOGIES, INC. is an EQUAL OPPORTUNITY EMPLOYER and has been in business for 35 years. TRIGYN is an ISO 9001:2015, ISO 27001:2013 (ISMS),ISO 20000:2018 and CMMI Level 5 certified company.

? 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

Security & Governance: ? Understanding of data privacy, air-gapped deployments, and enterprise security requirements ? Experience implementing access controls and audit logging

Nice to Have: ? Experience with LangChain or LlamaIndex ? Exposure to Rust, Go, or C++ for high-performance services ? Familiarity with Docker and Kubernetes for on-prem deployments ? Knowledge of inference frameworks (e.g., vLLM, llama.cpp, Hugging Face Transformers) ? Prior work in regulated or enterprise environments

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