🎓 AM ON A JOURNEY TO BECOME A SENIOR SOFTWARE ENGINEER AND PRODUCT ARCHITECT
Building intelligent systems across healthcare AI,Legal Tech, SME Financing, autonomous agents, and data platforms
"I don't hardcode intelligence — I extract it from data."
Messy, unstructured reality |
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Find meaning in noise |
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Rigorous validation |
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User-facing impact |
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Learning algorithms |
| Phase | Focus | Key Milestone |
|---|---|---|
| 🧪 Foundation | Bioinformatics & Molecular Medicine | computational biomarker discovery |
| 📊 Data Awakening | EDA, Statistics, Python | Learned to see patterns in noise |
| 🤖 ML Transition | Scikit-learn, Predictive Models | Built rule-based → ML pipelines |
| 🌐 Full-Stack Builder | React, APIs, Dashboards | Shipped data products to users |
| 🧠 AI Agent Era | LLM Integration, Workflows | Building autonomous intelligent systems |
| Project | Description | Stack |
|---|---|---|
| 🧬 OncoTwin | Digital Twin for Personalized Breast Cancer Treatment | Python, ML, Bioinformatics |
| 💡 Gene Mutation Analyzer | Biomarker detection pipeline for lung cancer | Python, Pandas, Scikit-learn |
| 🌐 Kelvin Academy | Online learning platform for tech beginners | React, Node.js, MongoDB |
| 📚 Bookshop Boutique | Custom WordPress e-commerce platform | WordPress, PHP, MySQL |
| 👨🏫 Frontend Bootcamp | CSS & Design course for absolute beginners | HTML, CSS, JavaScript |
 Cancer Research Built pipelines for biomarker detection |
 Precision Medicine Deployed production ML systems |
 AI Applications Shipped intelligent web platforms |
 Algorithm Mastery LeetCode & HackerRank solutions |
 Healthcare AI Autonomous intelligent systems |
 Production Ready From notebooks to deployed apps |
📧 Email: kelvingichinga@gmail.com
💼 LinkedIn: linkedin.com/in/kelvinmaina01
"I don't force models on problems. I explore data until patterns emerge, validate them rigorously, then build systems that learn and evolve. From biological signals to deployed AI products — I let data communicate for itself."