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  • Indianapolis, IN

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Ps23102004/README.md

parth@github ~ $ ./contributions.sh

Contribution heatmap



parth@github ~ $ whoami

ASCII emblem: a microchip with a keyhole, wired to three nodes Role, stack and highlights

Hi, I'm Parth Singh

CS (ML & Data Science) at the University of Indianapolis. I build local-first AI tools and report where each one fails.

Currently: LLM evaluation and benchmark design, Handshake AI (Mar 2026 to present).

Projects

  • same: find every photo that contains a specific object, on-device. DINOv2 candidates, SIFT/RANSAC verification.
  • llm-ladder: runs a prompt on a small local LLM first and moves to a bigger one when repeated answers disagree.
  • Cutroom: desktop video editor in Rust (Tauri) with local AI models. Installers for macOS, Windows, Linux.
  • agent-office: my fork of a 3D workspace for coding agents. Added a low-power graphics mode, a city, driving physics, a race track and an arena.
  • VisaRadar: checks whether an employer sponsors visas, using real Department of Labor filings.
  • homeground: type your address, ride a longboard down your own street. OpenStreetMap data rebuilt as a 3D level.

Stack

Python · PyTorch · TypeScript · Rust · FastAPI · Three.js / WebGPU · Ollama · scikit-learn

Indianapolis, IN · open to Summer 2027 internships · LinkedIn · psingh@uindy.edu

Pinned Loading

  1. llm-ladder llm-ladder Public

    Cascading confidence-gated router across tiered local LLMs — escalates to a bigger model only when self-consistency voting drops below threshold, logging a cost-savings ledger.

    Python

  2. VisaRadar VisaRadar Public

    Cross-references LLM-extracted job posting data against real DOL visa-sponsorship filing history — an evidence-backed sponsorship check, not another curated job board.

    HTML

  3. agent-office agent-office Public

    Forked from AgentSystemLabs/agent-office

    My fork of AgentSystemLabs/agent-office: battery graphics mode, Omni worker, open-world city, driving physics, race circuit, arena + bots.

    TypeScript

  4. Cutroom Cutroom Public

    Local-first video editor: Rust/Tauri timeline and media engine, local AI models, no cloud or uploads. Installers for macOS, Windows, Linux.

    TypeScript

  5. homeground homeground Public

    Type your home address, ride a longboard down your own street — real map data turned into a playable 3D level with Three.js/WebGPU

    TypeScript

  6. same same Public

    Find every photo a specific object has ever appeared in, entirely on-device — DINOv2 instance retrieval over your local photo library.

    Python 1