AI / ML Engineer · Open to Work

Hi, my name is Robin.I build AI that ships.

AI/ML Engineer with 2 years of experience taking real AI products to production — agentic workflows, RAG pipelines, and MLOps built with LangGraph, LlamaIndex, and Google ADK. Here I showcase what I've shipped and share notes from building it.

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Robin Philip

Featured Projects

Production AI systems — deployed, evaluated, and open source

RAG Platform
~/corpuspilot01

CorpusPilot

Multi-domain RAG platform for grounded document Q&A

Upload documents across five domains — legal, financial, healthcare, research, technical — and ask questions answered strictly from retrieved chunks, with mandatory inline citations.

  • Hybrid semantic + lexical retrieval with domain-weighted Reciprocal Rank Fusion and Cohere reranking
  • SQL-RAG pipeline that turns financial filings into safety-filtered SQL for precise numeric answers
  • RAGAS evaluation gate wired into CI — merges that regress faithfulness are blocked automatically
FastAPIReactLangGraphLlamaIndexMilvusPostgreSQLRAGASLangSmithPrometheus
Live DemoGitHub
Multi-Agent Platform
~/applyai02

ApplyAI

11-agent pipeline that automates the entire job application

Drop in a resume and a job posting; an orchestrated chain of agents parses both, runs gap analysis, and hands back ATS-optimized application materials — tailored, scored, and ready to send.

  • 11-agent LLM orchestration built on Google ADK + LiteLLM, traced end-to-end with LangSmith
  • Anti-hallucination guardrails restrict tailoring to skills verifiably present in the real resume
  • Hybrid deterministic + LLM ATS scoring drives an automated rewrite feedback loop
FastAPINext.jsGoogle ADKLlamaIndexGroqOpenAIGCPLangSmith
Live DemoGitHub
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Latest Posts

Thoughts on AI agents, machine learning, and production systems

AI AgentsAgentic EngineeringLLM

Agentic Engineering: Building Software With Fleets of Agents"

Agentic engineering is the shift from AI that autocompletes lines to AI that plans, edits, tests, and ships across the whole SDLC. Here's what it actually is, the patterns that hold up in production, and how the engineer's job changes.

Jun 29, 20265 min read

Frameworks, Tools, Platforms

  • React
  • Next.js
  • TypeScript
  • Python
  • FastAPI
  • Redis
  • Kubernetes
  • Docker
  • GitHub Actions
  • Jira
  • Airflow
  • MLflow
  • DVC
  • DagsHub
  • AWS
  • LangGraph
  • LangChain
  • LlamaIndex
  • CrewAI
  • Google ADK
  • Vertex AI
  • Hugging Face
  • Ollama
  • vLLM
  • Unsloth
  • RunPod
  • ElevenLabs
  • Sarvam AI
  • Claude Code
  • Codex
  • Antigravity