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Achievement: Pull SharkAchievement: Quickdraw

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BStofftTX/README.md

William Bruce Stofft

AI/ML Technical Program & Product Leadership | Agentic Systems | Python | MacroStofft LLC

I am a technical leader and hands-on AI practitioner focused on translating research and emerging technologies into practical software systems. My background combines an M.S. in Computer Science with a specialization in Artificial Intelligence, an MBA, and technology experience with Apple, Motorola, and Dell.

Today I lead technical development through MacroStofft LLC, with current work spanning healthcare AI, quantitative analytics, AI-agent orchestration, applied AI/ML systems and software prototyping.

Selected Work

TEHI — The Eyes Have It

Medical-imaging AI research and product development originating from my graduate research applying CNNs, TensorFlow/Keras, VGG19, and Inception V3 to fundus imagery for diabetic-retinopathy classification. Current development extends that research into a smartphone/web-oriented screening MVP with defined inference architecture and automated tests.

Quant-AI Research Platform

An active Python quantitative-research project exploring market analysis, benchmark comparison, risk-adjusted performance, statistical methods, and ML-oriented financial research using securities from my own investment portfolio as practical test cases.

PaulReeve / Agent Orchestration

A persistent OpenClaw-based AI-agent environment running on a dedicated Mac mini for research, project analysis, software-development support, documentation, and multi-step workflow orchestration.

Technical Focus

Artificial Intelligence (AI) · AI/ML · Agentic Systems · Emerging Superintelligence · Python · TensorFlow · Machine Learning · Deep Learning · SQL/PostgreSQL · JavaScript/Node.js · Git/GitHub · AI Agent Orchestration · Linux · macOS

Current focus: leading technical projects and teams while remaining hands-on with AI/ML engineering, agent systems, quantitative research, and applied software development.

Projects

Model to Production — Reproducible synthetic-data ML pipeline, chronological evaluation, FastAPI inference, Docker, request tracing, and CI. Production-oriented reference implementation; no live cloud deployment claimed.

TEHI-AI-DR-project · quant-ai-research-platform · MacroStofft

Pinned Loading

  1. MacroStofft MacroStofft Public

    MacroStofft public company and engineering portfolio: applied AI, ML, agentic systems, healthcare AI, and workflow automation.

  2. PhxPict PhxPict Public

    Privacy-first cross-platform desktop photo indexing and local visual search by MacroStofft.

    Python

  3. quant-ai-research-platform quant-ai-research-platform Public

    Python platform for quantitative analytics, portfolio risk, ML backtesting, and walk-forward research.

    Python

  4. RouteGuardTX RouteGuardTX Public

    Safety-conscious route-planning MVP for trucks, RVs, motorcycles, towing, and scenic travel.

    TypeScript

  5. TEHI-AI-DR-project TEHI-AI-DR-project Public template

    Medical-imaging AI research MVP exploring fundus-based diabetic retinopathy and cardiovascular-risk screening workflows.

    Jupyter Notebook