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Prem Kumar

Forward Deployed Engineer · Applications, SaaS and production AI systems

Eight years building applications, SaaS products and production AI systems for startups and organisations. I scope problems with end users, build end to end, and stay through production.

Open to Forward Deployed Engineer roles, remote or in Southeast Asia.

Products

Product What it does
Agentica All-in-one POS, ERP and AI for business operations.
Decenchro AI agents running 24/7 on your own servers, with immutable action logs and rule-based guards.
Hiregents Pick an agent, connect a Telegram bot, run it on a private server.
SaaSClips Turn a URL into a short launch video with AI voiceover.

Experience

  • Chromia, AI Backend Engineer, 2026 to present. Designing and running the Chromia AI backend for AI and robotics projects. Building developer tools such as a Vector DB research agent, robotics hardware work on Chrombot and Jetson, and Chrombot integrations into Web3 frameworks. Fast PoCs and MVPs.
  • Ancileo, Senior AI Engineer, 2024 to 2026. Claims-assessment AI engine on LangGraph, multi-tenant insurance agent on AWS Strands and Bedrock AgentCore, Flowable BPM claims workflow. Led a team of 3 to production.
  • Azara AI, AI Engineer and Product Manager, 2022 to 2023. Agent workflow modeller, first RAG pipeline, AWS observability and evaluation stack.
  • WISE AI, Machine Learning Engineer, 2019 to 2022. Liveness detection and facial recognition for e-KYC, ISO 30107-3 certified.
  • Neofin, Machine Learning Engineer, 2018 to 2019. Facial recognition and liveness for loan origination across four fintech partners.

Side projects

  • Health Trend Keeper: extracts health metrics from medical report PDFs and charts them over time. React, TypeScript, OpenAI.
  • Overcooking: browser-based Overcooked-style game, built to learn WebGL. Three.js, Node.js.

Stack

AI: LangGraph, LangChain, MCP, RAG, AWS Bedrock AgentCore, AWS Strands, Anthropic SDK, OpenAI SDK, Claude Code

Product: Next.js, TypeScript, Supabase, Stripe, Vercel

Platform: Python, FastAPI, Docker, Kubernetes, Terraform, AWS, Grafana, LangSmith

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