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  • ABV-IIITM Gwalior
  • Gwalior, India

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sasmith-14/README.md

Hi, I'm Sasmith

Student at ABV-IIITM Gwalior, building backend systems and contributing to open source.

What I'm working on

  • gitgrep: GitHub repo search engine combining BM25 and semantic (MiniLM) retrieval with Reciprocal Rank Fusion, with an evaluation set and latency benchmarks.
  • Pilot: a local Python AI agent with tool calling, per-tool allow/ask/deny permissions, and JSONL run traces; uses raw HTTP, no LLM SDKs.
  • Getting started with open-source contributions to backend and developer-tooling projects.

Recent contributions

  • Coming soon.

Tech I use

Python (FastAPI, Pydantic, pytest) · TypeScript / Node.js (Express) · React · Elasticsearch · MongoDB · SQLite · Docker · GitHub Actions

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  1. sasmith-14 sasmith-14 Public

    Profile README

  2. krypt krypt Public

    Real-time messaging backend with Node.js, Express, Socket.io and MongoDB: JWT auth, bcrypt, rate limiting, XSS and NoSQL-injection protection

    JavaScript

  3. agent agent Public

    Pilot: a local Python AI agent with tool calling, per-tool permissions, and JSONL run traces (Gemini/Ollama, no LLM SDKs)

    Python

  4. gitgrep gitgrep Public

    Hybrid search engine for GitHub repositories: BM25 + MiniLM semantic retrieval fused with Reciprocal Rank Fusion, with evaluation and benchmarks

    TypeScript

  5. oneshot oneshot Public

    Reliable action execution for AI agents: idempotency, retries, leases, crash recovery and reconciliation, with a live web console. Educational; runs fully locally against a simulated provider.

    TypeScript