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subu53/README.md

Hi there, I'm Sam Subu 👋

🚀 AI Engineer, Data Scientist & Autonomous Systems Developer

Based in Nairobi, Kenya 🇰🇪 | Open to Senior AI/Data Roles & Technical Co-Founder Partnerships

⚡ Spotlight Projects

┌──────────────────────────────────────────────────────────────────────────────────┐
│ 🔴 Project Armageddon | Autonomous Job Engine & High-Speed Direct Outreach       │
│ Multi-source scraping (7+ boards), geo-matching engine & SQLite WAL dispatcher. │
├──────────────────────────────────────────────────────────────────────────────────┤
│ 🤖 WhatsApp Sales Agent | FastAPI + Claude 3.5 + BM25 Search + Twilio            │
│ Autonomous RAG-powered sales conversational agent for messaging platforms.       │
├──────────────────────────────────────────────────────────────────────────────────┤
│ 🏥 Lung Cancer AI v2 | Production Medical Vision App                             │
│ EfficientNet-B0 + Grad-CAM CT scan classification with interpretable heatmaps.  │
├──────────────────────────────────────────────────────────────────────────────────┤
│ 🫁 Deep Learning Chest X-Ray AI | Pneumonia Diagnostic Classifier                │
│ CNN & ResNet transfer learning model for chest X-ray disease classification.     │
└──────────────────────────────────────────────────────────────────────────────────┘

🛠️ Tech Stack & Core Competencies

Python PyTorch TensorFlow FastAPI TypeScript SQL Docker

  • Languages: Python, SQL, R, TypeScript, JavaScript, HTML5/CSS3
  • AI & Machine Learning: PyTorch, TensorFlow, Scikit-learn, OpenCV, EfficientNet, LLM Agents (Claude, OpenAI)
  • Data Engineering & Analysis: Pandas, NumPy, Scipy, BM25 Search, SQLite WAL, Data Visualization
  • Backend & Web: FastAPI, Twilio API, REST APIs, Web Scraping (BeautifulSoup, ScrapeGraph), Docker
  • Applied AI Domains: Healthcare Computer Vision, Telecom Churn Modeling, Socio-Economic Financial Health Index

📂 Original Repositories & Highlights

Repository Tech Stack Description
🚀 Project Armageddon Python, SQLite, Jinja2 Autonomous multi-source remote job scraper, matcher, and direct email engine
🤖 WhatsApp Sales Agent FastAPI, Claude, BM25, Twilio RAG sales agent for instant WhatsApp customer conversion
🏥 Lung Cancer AI v2 TypeScript, EfficientNet-B0 CT scan diagnostic application with Grad-CAM heatmaps
🫁 Chest X-Ray Pneumonia AI Python, PyTorch, ResNet CNN transfer learning for pulmonary disease classification
📊 Telco Customer Churn Python, Scikit-Learn, ML Predictive analytics for customer retention in telecommunications
💳 Financial Health Prediction Python, ML, Pandas Socio-economic Financial Health Index (FHI) forecasting model

📈 GitHub Activity & Stats

Sam Subu GitHub Streak Stats

📬 Connect With Me

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  1. customer-segmentation-kmeans customer-segmentation-kmeans Public

    Customer segmentation using K-Means clustering and PCA in Python.

    Jupyter Notebook

  2. Ames-Housing-Price-Prediction-Ml-Regression Ames-Housing-Price-Prediction-Ml-Regression Public

    House price prediction using regression machine learning models

    Jupyter Notebook

  3. Credit-Card-Fraud-Detection-Imbalanced-Class Credit-Card-Fraud-Detection-Imbalanced-Class Public

    🛡️ Credit Card Fraud Detection Using Machine Learning with special focus on handling class imbalance. (Dataset is a large file not added here but find the link on readme.md file )

    Jupyter Notebook

  4. Netflix-Titles-EDA Netflix-Titles-EDA Public

    This project explores and analyzes Netflix’s catalog of TV shows and movies using a public dataset from Kaggle. The aim was to extract insights into content types, genre distributions, country tren…

    Jupyter Notebook

  5. machine_learning machine_learning Public

    Machine Learning Projects Repository

    Jupyter Notebook