TGH Tech
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AI & Agents|Remote (India) / Kochi HQ|Full-time

AI / ML Engineer

Design and deploy production AI agent systems for real businesses. This isn't research — it's applied AI engineering with guardrails, evaluation pipelines, and production-grade orchestration.

This role is at the intersection of software engineering and AI research. You won't be fine-tuning models in isolation — you'll be building complete agent systems that handle real business workflows, from sales intelligence to compliance monitoring. The AI landscape moves fast, and so do we.


What you'll do

  • Build production AI agent systems using LangChain, CrewAI, and custom frameworks
  • Design evaluation pipelines that test agent behavior against known-good outputs
  • Implement guardrails, audit trails, and compliance boundaries for regulated deployments
  • Optimize LLM costs through prompt engineering, caching, and model routing
  • Integrate AI systems with existing product architectures
  • Stay current with the rapidly evolving AI landscape and bring insights to the team

What we're looking for

  • 3+ years of software engineering experience
  • 1+ years of hands-on experience with LLM-based applications
  • Proficiency in Python and familiarity with TypeScript
  • Experience with at least one agent framework (LangChain, CrewAI, AutoGen)
  • Understanding of vector databases, RAG patterns, and embedding models
  • Ability to debug non-deterministic systems and build robust error handling

Nice to have

  • Experience with enterprise AI deployments in regulated industries
  • Background in NLP, computer vision, or traditional ML
  • Experience with MLOps and model deployment pipelines
  • Published work or open-source contributions in AI/ML

What you get

  • Work at the absolute frontier of applied AI
  • Build systems used by pharma, finance, and legal enterprises
  • Direct access to the latest models and tooling
  • Shape our AI practice from the ground up
  • Flexible remote work with optional Kochi HQ access

Apply for AI / ML Engineer

Tell us about yourself and why this role excites you. No cover letters needed — just be real.

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