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Ashish's Engineering Lab

Building robust agentic systems and full-stack AI applications.

I am an AI Engineer specializing in building practical, production-ready AI tools. My focus is on bridging the gap between experimental large language models and reliable, scalable applications. I believe in building secure systems, utilizing advanced RAG architectures, and creating seamless full-stack user experiences.

Experience Highlights

  • AI Intern @ Onetab

    2026 — Present

    Developing production-ready Agentic AI systems. Architecting advanced RAG pipelines with LangGraph and pgvector, building secure AI copilots to mitigate prompt injection, and creating full-stack microservices (FastAPI, React, Supabase) for automated meeting transcription and analysis.

    • FastAPI
    • Supabase
    • Langchain
    • LangGraph
    • pgvector
    • LLMs

Core Interests

  • LLM Ops & InferenceOptimizing large models for production latency.
  • Generative AIBuilding autonomous agents and complex reasoning pipelines.
  • RAG SystemsAdvanced retrieval architectures using vector databases and hybrid search.
  • Data Structures & AlgorithmsOptimizing core logic for performance and scalability.