Based in Nairobi, Kenya 🇰🇪 | Open to Senior AI/Data Roles & Technical Co-Founder Partnerships
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│ 🔴 Project Armageddon | Autonomous Job Engine & High-Speed Direct Outreach │
│ Multi-source scraping (7+ boards), geo-matching engine & SQLite WAL dispatcher. │
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│ 🤖 WhatsApp Sales Agent | FastAPI + Claude 3.5 + BM25 Search + Twilio │
│ Autonomous RAG-powered sales conversational agent for messaging platforms. │
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│ 🏥 Lung Cancer AI v2 | Production Medical Vision App │
│ EfficientNet-B0 + Grad-CAM CT scan classification with interpretable heatmaps. │
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│ 🫁 Deep Learning Chest X-Ray AI | Pneumonia Diagnostic Classifier │
│ CNN & ResNet transfer learning model for chest X-ray disease classification. │
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- 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
| 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 |
- 💼 LinkedIn: linkedin.com/in/samsubu
- 📧 Email:
subusam5@gmail.com - 🌐 Portfolio: esubutech.online