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  • Mexico
  • 21:18 (UTC -06:00)

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Achievements

Achievement: QuickdrawAchievement: Pull SharkAchievement: YOLO

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umi008/README.md

Ulises Millán

M.Sc. Computer Science · México


LinkedIn Email

Selected Work

Real production projects shipped (private repos):

🤖 Slack Meeting Bot · Recall AI + RTMP Live meeting transcription with template filling. Zero data loss.

Next.js Slack API FastAPI PostgreSQL

💬 Enterprise RAG Chatbot Information-grounded chatbot for company knowledge, integrated with Linear MCP, deployed on Azure with full CI/CD.

pgvector Azure Pipelines OpenAI

📄 Document Validation API Playwright-based API that validates Mexican government IDs (SAT/INE) in real-time.

Playwright FastAPI PostgreSQL Docker

Research & Recognition

Where What Result
🎓 CENIDET (M.Sc., 2025) GAN detection — real vs. synthetic face classification >98% accuracy across 7+ benchmarks
🔬 Universidade da Coruña 🇪🇸 (Guest Researcher, 2025) Glaucoma screening from retinal images 84% → 90% accuracy improvement
👥 Beecker (2023–present) Tech advisor on architecture, tooling, and team decisions Sole IC owning backend, frontend, infra, and AI

###Stack

Languages  ·  Python TypeScript

AI/ML  ·  PyTorch OpenCV LangGraph many more

Fullstack  ·  Next.js React FastAPI Node.js

Data  ·  PostgreSQL MongoDB MySQL SQLite

Cloud / DevOps  ·  Azure Docker CI/CD

GitHub Stats GitHub Streak

Pinned Loading

  1. RealtimeAPI-Speech-Integration RealtimeAPI-Speech-Integration Public

    Realtime API Speech to Speech Demo with WebRTC and JS.

    JavaScript 1

  2. 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 1

  3. 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 2