Machine Learning Engineer · GenAI / LLM Engineer — Bengaluru, India

Brejesh Balakrishnan.

Building reliable ML & GenAI systems — from data to deployment.

-> Machine Learning Engineer

• +1.5+ years of production engineering at Accenture — AWS-hosted REST APIs, >90% automated test coverage, high-latency responses cut from ~80% to <20%
• +Ship LLM / RAG applications: agentic LangGraph pipelines, dense retrieval (Pinecone, FAISS), retrieval evaluation (recall@k, MRR, nDCG) and faithfulness / grounding checks
• +Full MLOps in production — MLflow champion/challenger registries, Evidently drift monitoring, CI model-quality gates, Docker — with systems deployed live