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Achievement: Pair Extraordinairex2Achievement: Pull Sharkx2Achievement: QuickdrawAchievement: YOLO

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umi008/README.md

Ulises Millán

AI Engineer · M.Sc. Computer Science · 🇲🇽

LinkedIn Email

ulises = {
    "builds":   "AI products end-to-end — model → API → UI → cloud",
    "now":      "Sole IC at Beecker (2023–) · backend, frontend, infra & AI",
    "research": "GAN face detection >98% · glaucoma screening 84% → 90%",
    "stack":    ["Python", "TypeScript", "PyTorch", "LangGraph", "FastAPI", "Next.js", "Azure"],
}

🚀 Shipped (private repos)

  • 🤖 Slack Meeting Bot — live meeting transcription + template filling, zero data loss. Recall AI FastAPI Next.js
  • 💬 Enterprise RAG Chatbot — company-knowledge chatbot with Linear MCP, Azure CI/CD. pgvector OpenAI
  • 📄 Document Validation API — real-time SAT/INE ID validation. Playwright FastAPI Docker

🔬 Research

  • CENIDET (M.Sc., 2025) — real vs. synthetic faces, >98% across 7+ benchmarks
  • Universidade da Coruña 🇪🇸 (Guest Researcher, 2025) — glaucoma from retinal images, 84% → 90%

Pinned Loading

  1. dev-agent-setup dev-agent-setup Public

    A portable, harness-agnostic baseline for AI coding agents: one engineering standard, one MCP list, one pinned skill set. Built to run alongside Gentle AI.

    2

  2. debleed debleed Public

    Clean scanned book pages: remove bleed-through, ghosting, and uneven illumination. Three modes (soft/binary/adaptive), optional GPU, parallel processing.

    Python 1

  3. RealtimeAPI-Speech-Integration RealtimeAPI-Speech-Integration Public

    Realtime API Speech to Speech Demo with WebRTC and JS.

    JavaScript 2

  4. Pediatric-Pneumonia-Chest-X-ray-Classifier-with-ResNet50 Pediatric-Pneumonia-Chest-X-ray-Classifier-with-ResNet50 Public

    Getting a 93% ACC on tests. Using AdamP as optimizer and implementing a process of transfer learning and fine tuning from the pretrained weights on imageNet.

    Python 2

  5. autoresearch-trading autoresearch-trading Public

    A fork of karpathy/autoresearch focused on algorithmic trading. An autonomous research system that uses an LLM agent to iteratively improve a trading strategy through backtesting with Walk-Forward …

    Python 3

  6. clocky-fill clocky-fill Public

    Sync calendar events (Google Calendar / Microsoft 365 / Outlook ICS) to Clockify time entries automatically. Free, no paid APIs.

    Python 2