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Making Memories
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Making Memories
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Achievement: QuickdrawAchievement: Pull SharkAchievement: Arctic Code Vault Contributor

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binhvu3/README.md

Binh Vu

ML/AI Engineer · Self-hosted Infrastructure · CA

binhtvu.com · LinkedIn · binhhtvu@pm.me

What I Build

ML pipelines and deployed models, self-hosted infrastructure, and tools that run 24/7. Currently focused on computer vision and homelab automation.

Stack

Languages Python Go C++ JavaScript TypeScript

ML/AI PyTorch TensorFlow scikit-learn MLflow

Infrastructure Docker Kubernetes Proxmox Cloudflare Ansible

Tools Linux Neovim tmux Git

🚀 Projects

Project Description Stack
🐟 FishID Live Computer vision classifier for 202 fish species. EfficientNet-B4 fine-tuned on 180k iNaturalist images · 83.3% val accuracy PyTorch · FastAPI · Docker · MLflow
🛒 Food4Less Price Map Live Cross-store grocery price comparison by ZIP. Fuzzy search, haversine ranking, Leaflet map FastAPI · PostgreSQL · n8n · Docker
🥊 UFC Fight Predictor XGBoost model on 16k+ fight records · 70% accuracy XGBoost · scikit-learn · pandas
📊 Interactive Data Map Live KNN + clustering on 1M+ records · 12 demographic trends · 90% exec satisfaction Python · Tableau · SQL
🖥️ HomeLab Live 10+ production services on Proxmox with GPU passthrough, LXC isolation, Ansible automation Proxmox · Docker · TrueNAS · Cloudflare
When I'm not at the keyboard — hiking, spearfishing, or camping.

Pinned Loading

  1. fishid fishid Public

    An image classification model that identifies fish species from photos using deep learning. Built with PyTorch and EfficientNet, trained on a labeled fish dataset, tracked with MLflow, and deployed…

    Jupyter Notebook

  2. local-ai-chatbot local-ai-chatbot Public

    Privacy-friendly local AI chatbot — Flask + Ollama, with user auth and image classification.

    Python

  3. ufc-fights-analysis ufc-fights-analysis Public archive

    Comprehensive UFC fights analysis using machine learning models and stats technics

    Jupyter Notebook 1

  4. democratized-data-solution democratized-data-solution Public archive

    A visualization project aims to build trust between regular citizen and government.