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small-cactus/README.md

Anthony Hayward

Computer vision and ML engineer. I build production systems end to end: data collection, labeling, training, evaluation, deployment.

Currently: sole engineer at Pier 60 (Clearwater Beach, FL — Tripadvisor's #2-ranked U.S. beach). I pitched the CEO on automating rental occupancy tracking and was hired on the spot. The system I built and ship weekly covers ~1,000 cabanas and umbrellas, runs occupancy checks every 2 minutes instead of the old 2-hour walking sweeps, and drives a 17%+ lift in daily rental revenue.

Demo video · Portfolio · anthonyhayward1000@gmail.com

Projects

M.I.L.E.S — One of the first agentic LLM voice assistants on GitHub (2024). 232 stars, 29 forks. Tool orchestration, persistent memory, system and Spotify control, plus a custom wake-word model trained on 50,000 samples. All inference runs locally.

memorium — Local-first screen memory. Continuous capture, OCR, embeddings stored in SQLite, semantic search with voice recall. Fully on-device. Python, React, Tauri.

MacroScan — iOS nutrition app, shipped to the App Store solo. Photo-to-macros estimation with multi-provider AI routing, scan history, and subscriptions. React Native, Expo.

crypto-one — Transformer trading research over 15-minute SOL market data. The part worth reading: the evaluation harness caught data leakage that invalidated my own best backtest results before live deployment. The forensics are documented in the repo.

Smaller: objectTrack (OpenCV tracking and re-identification) · handTrack (gesture mouse control) · attendify (club attendance platform) · Fuel-Up (iOS fuel discovery)

Stack

Python, TypeScript, PyTorch, OpenCV, MediaPipe, Sentence Transformers, React, React Native (Expo), Node.js, Tauri, SQL, Firebase, Supabase


Open to computer vision / ML engineering roles — anthonyhayward1000@gmail.com

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  1. MacroScan MacroScan Public

    MacroScan is an iOS app that uses AI to analyze photos of food and instantly estimate calories and macronutrients. By simply taking a picture of a meal, users receive a breakdown of protein, carboh…

    JavaScript 1

  2. M.I.L.E.S M.I.L.E.S Public

    M.I.L.E.S, a GPT-4-Turbo voice assistant, self-adapts its prompts and AI model, can play any Spotify song, adjusts system and Spotify volume, performs calculations, browses the web and internet, se…

    Python 232 29

  3. attendify attendify Public

    Attendify is a platform that helps organizations track attendance and manage participants across clubs, schools, and groups. It provides simple tools for logging attendance, organizing members, and…

    TypeScript

  4. crypto-one crypto-one Public

    Transformer-based crypto trading research stack for 15-minute SOL data, evaluation, and live scoring experiments.

    Python 1

  5. Fuel-Up Fuel-Up Public

    iOS-first fuel discovery app with live station aggregation, trend analysis, and predictive fueling onboarding.

    JavaScript 1