Skip to content
HEMANTH- home

Projects

Everything I've shipped

Type in a topic and it pulls the twenty most relevant papers, ranks them, then writes you a tight summary of the ones worth reading: what they're about, the key ideas, the method, the results, and why any of it matters.

  • Next.js
  • TypeScript
  • Groq
  • Vercel AI SDK

Scout

Aug 2026Code

Ask it a research question and it comes back with a properly cited report. A supervisor splits the work, a writer and a critic argue it into shape, and anything it isn't confident about gets handed to a human before it ships.

  • Python
  • FastAPI
  • LangGraph
  • React

A small tool that shrinks JSON before it reaches a model. It measured about 33% fewer tokens on small objects and 52% on big arrays, with a live dashboard showing what you're actually spending.

  • Python
  • FastAPI
  • React
  • Gemini

ragpdf

Oct 2026Code

Page-level RAG over any PDF: dense + BM25 retrieval fused with RRF in Qdrant, a vision model reading rendered pages, and page-level citations, with an ambiguity gate that refuses instead of guessing.

  • Python
  • Qdrant
  • Gemini
  • Docker

AgentCam

Oct 2026Code

A local, live dashboard that mirrors what your OpenCode agent is doing: current file, running command, plan, token usage and a real-time event feed over a local WebSocket.

  • TypeScript
  • Bun
  • WebSocket
  • OpenCode

A FastAPI backend that turns natural-language questions into read-only MongoDB queries with Gemini 2.5 Flash, blocking delete/update/insert attempts at the schema level.

  • Python
  • FastAPI
  • Gemini
  • MongoDB