Company Description

VentraGate is a cloud-focused solutions and services firm dedicated to driving digital transformation through up-to-date, cloud-based technologies that customers find intuitive and valuable. The company specializes in imagining, building, and sustaining scalable digital solutions that help organizations modernize their operations. As a leading transformation consultancy, VentraGate partners with enterprises of all sizes to become faster, more agile, and more competitive in their markets. Team members at VentraGate work in a collaborative environment that emphasizes innovation, technical excellence, and long-term client success.

Role Description : "This is a product engineering role, not a research role. You will spend your time turning models into reliable systems: retrieval pipelines, agentic workflows, tool integrations, evaluation harnesses, and the guardrails that keep all of it trustworthy under real traffic.

You'll own features end to end, from prototype to production.



And you'll be the person who knows whether the system actually works because you built the evals that prove it".

What you will do :
- Design, build, and ship LLM-backed product features: RAG systems, agentic workflows, tool and function calling, structured extraction, and multi-step reasoning pipelines.
- Build evaluation harnesses offline eval sets, LLM-as-judge rubrics, regression suites, online A/B tests so prompt and model changes ship on evidence rather than intuition.
- Own context engineering: chunking strategy, embedding and reranking choices, hybrid search, caching, and context-window budgeting.
- Integrate models into production services with sane latency, cost, and failure behavior streaming, retries, timeouts, cross-provider fallback, and token and cost instrumentation.
- Instrument and monitor AI in production: tracing, prompt and response logging, quality and drift dashboards, and incident response when output quality regresses.
- Implement safety and reliabilit

📌 AI ML Engineer (Coimbatore)
🏢 VentraGate
📍 Coimbatore