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poprostujoachim/README.md

πŸ‘‹ Hey, I'm Joachim

I'm a developer interested in:

  • 🧠 AI, Databases, Machine Learning
  • βš™οΈ Building cool things with [tech stack]
  • πŸš€ Learning fast & shipping projects

πŸ”₯ Featured Projects

🧩 Wafer Defect Detection

AI-powered semiconductor wafer defect detection with multi-class classification, real-time analytics, and explainability. 🎯 Multi-Class Detection: 4 defect types (Normal, Scratch, Spot, Crack) πŸ”₯ GradCAM Heatmaps: Visual defect localization πŸ“Š Real-Time Analytics: Live statistics and trend charts πŸ—„οΈ Database Integration: SQLite prediction history πŸ“¦ Batch Processing: Analyze up to 20 images at once πŸ“„ PDF Reports: Professional quality reports 🐳 Docker Ready: Containerized deployment

πŸ”— https://github.com/poprostujoachim/wafer-defect-detection.git

πŸ§ͺ Song Recommendation

A machine learning-based music recommendation system that suggests similar songs based on audio features from Spotify dataset. Cosine Similarity: Recommends songs based on feature vector similarity Clustering-Based: Groups similar songs using K-Means clustering Feature Engineering: Analyzes genre, tempo, energy, danceability, and more Interactive Dashboard: Streamlit web interface for exploring recommendations

πŸ”— Link


πŸ›  Tech Stack

  • Languages: Python / C++ / SQL
  • Tools: Git, Docker
  • Currently learning: JavaScript

πŸ“ˆ GitHub Stats

stats


🌍 Find me


"Build things. Break things. Learn fast."

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  1. song-recommendation-engine song-recommendation-engine Public

    Python 1

  2. wafer-defect-detection wafer-defect-detection Public

    AI-powered semiconductor wafer defect detection with multi-class classification

    Python 1