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011-sam-110 (Sam) · GitHub

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011-sam-110/README.md

Hi, I'm Sam 👋

CS-with-AI student at the University of Sussex who builds live-data web apps and real-time computer-vision tools: a satellite globe streaming ~12,000 open traffic cameras, a camera that tracks and recognises people, and a note-taking app for students.

🔭 Currently building

  • turingDNA - co-founder on a CRISPR guide-design platform. Live at turingdna.com; the repo is private.
  • Unote - a note-taking app for university students, live. Block editor with wikilinks and backlinks, Postgres full-text search, SM-2 spaced-repetition flashcards, infinite canvas boards with pressure-sensitive stylus ink, and lecture import that turns an MP4 into slides plus a timestamped transcript. 176 server tests. Currently rebuilding the landing page and adding a note action bar.
  • Kitchen Vision - a pan camera that follows and recognises people. A Raspberry Pi "head" streams video to a laptop "brain" that runs GPU face-recognition and real-time tracking, with a live React dashboard. Working rig; iterating on the edge/brain split.

🚀 Featured projects

Project What it is Stack
Provenance A satellite globe of ~12,000 open government traffic cameras, live aircraft and orbiting satellites, plus 33 opt-in hazard layers in a customisable console. Every feed is keyless and attributed. Live demo. Next.js 15 · TypeScript · MapLibre GL
The Navigator Accessibility desktop assistant: GPT-4o Vision reads the screen aloud and drives precise clicks and keystrokes. Solo 24-hour hackathon build. Repo is private. Python · FastAPI · GPT-4o
AI Banking Compliance Auditor AML/KYC compliance demo: Gemini 2.0 Flash document analysis, a Markov credit-risk model, and SHA-256 audit-trail hashing. Built at the Silent Data Hackathon. Python · Streamlit · Gemini
Motion-Detecting LLM Assistant Face-activated AI agent with neural TTS that comments on its surroundings when it goes idle. Multi-threaded vision to LLM to speech pipeline. Python · OpenCV · GPT-4o-mini

📫 Reach me

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  1. Provenance Provenance Public

    Governments, space agencies, seismologists and UN clusters publish an enormous amount of live data for free, in formats almost nobody can read. Provenance renders 41 of those feeds on one globe: go…

    TypeScript 64 10

  2. 2026-Silent-Data-Hackathon-Entry 2026-Silent-Data-Hackathon-Entry Public

    AML/KYC compliance demo: Gemini 2.0 Flash document analysis, a Markov credit-risk model, and SHA-256 audit-trail hashing. Built at the Silent Data Hackathon.

    Python

  3. Motion-Detecting-LLM-Assistant Motion-Detecting-LLM-Assistant Public

    An ambient AI agent that wakes when it sees a face, talks to you, and comments on the room when ignored.

    Python

  4. Kitchen-Vision Kitchen-Vision Public

    Real-time pan-tracking camera: a Raspberry Pi follows people while a GPU brain runs face recognition, multi-person tracking, and a vision-LLM activity log, streamed to a React dashboard. This proje…

    Python

  5. Unote-web-app Unote-web-app Public

    A note-taking app for university students: lecture notes, flashcards, sources and infinite boards in one place, with AI that only acts when you ask it to.

    TypeScript

  6. Pocko Pocko Public

    Pocko: one trusted number that tells a UK student what they can safely spend today.

    JavaScript


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