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sacredvoid/README.md

Hey, I'm Samanvya πŸ‘‹

Applied AI Engineer Β· Solutions Architect Β· Open Source Builder

I turn ambiguous customer problems into production AI. From requirements through architecture, implementation, and iteration. LLMs, computer vision, recommender systems, edge deployment. 3x hackathon winner (MIT, Harvard, UMass). Claude Code power user shipping open-source developer tools and agent skills.

samanvya.dev Β· LinkedIn

πŸš€ What I Do

  • Applied AI Engineering β†’ LLM post-training, fine-tuning, eval pipelines, agent orchestration, RLHF, RAG systems
  • Solutions Architecture β†’ customer requirements to shipped systems, end-to-end design across backend, inference, frontend, and edge (WebGPU, ONNX)
  • Developer Tooling β†’ open-source skills, agent frameworks, Claude Code ecosystem

πŸ† Key Achievement

Built Catalyze, 1st Place at the MIT LLM Hackathon:

  • Multi-agent chemistry assistant with ChEMBL integration
  • Lab automation workflows and safety analysis
  • Full system built end-to-end in under 36 hours

πŸ“ Featured Projects

  • The Paddock - F1 encyclopedia with 860+ drivers, race replay, telemetry compare, and an ONNX-powered what-if championship simulator. Live
  • alignrl - LLM post-training library: SFT, GRPO, DPO, eval, and inference in one pip install. PyPI Β· Docs
  • SkillKit - Collection of AI coding skills for Claude Code, Cursor, Windsurf, and Copilot. Gallery
  • Onyx - Google Gemma 4 running fully in the browser via WebGPU. Multimodal chat and E2B vs E4B side-by-side arena. Live
  • ResearchProf - Wikipedia-style professor discovery powered by OpenAlex (240M+ works). Live
  • Claude Code Hub - GitHub-style activity tracker for Claude Code with session timelines and contribution graphs
  • today-i-learned - A running log of things I built, broke, and figured out. Diagrams, annotated scripts, runnable demos

πŸ›  Tech Stack

Python TypeScript C++ PyTorch ONNX React Next.js FastAPI AWS Docker Claude Code

πŸ… Recognition

Hackathons β†’ 1st Place MIT LLM Hackathon (Catalyze) Β· Harvard Hackathon winner Β· UMass Hackathon winner

Open Source β†’ alignrl (published on PyPI) Β· SkillKit Β· contributions to llama.cpp, torch-sim, and the Claude Code skills ecosystem

πŸ“« Let's Connect

Website LinkedIn Email Strava


πŸ’Ό Open to Applied AI / ML Engineer / Research Engineer roles

Pinned Loading

  1. ggml-org/llama.cpp ggml-org/llama.cpp Public

    LLM inference in C/C++

    C++ 104k 16.9k

  2. TorchSim/torch-sim TorchSim/torch-sim Public

    Torch-native, batchable, atomistic simulations.

    Python 446 92

  3. alignrl alignrl Public

    LLM post-training playbook: SFT, GRPO, DPO, eval, and inference. pip install alignrl

    Python

  4. skillkit skillkit Public

    A growing collection of AI coding skills for creative and productivity workflows. Image fetching, logo generation, presentations, video/audio processing, local image generation, and more. Works wit…

    JavaScript 9

  5. mit-catalyze mit-catalyze Public

    Forked from srustisain/mit-catalyze

    1st Place @ MIT Site LLM Hackathon for Chemistry and Material Sciences

    Python 2

  6. meta-identity meta-identity Public

    Meta-Identity @ hackUMass 2022 | Winner: 'Best AI/ML Hack'

    Python 1