I am a Data Science graduate from Meru University of Science and Technology, specialising in building intelligent systems that bridge research and production. My work spans the full AI/ML lifecycle — from model design and experimentation to deployment in scalable, real-world applications.
I work primarily across NLP, computer vision, time-series forecasting, generative AI, and recommender systems, and bring these into production using modern web technologies including TypeScript, Next.js, and Supabase.
| Project | Description | Stack |
|---|---|---|
| Ujuzi AI | AI-powered career guidance platform with personalised recommendations | Google Gemini · Next.js · Supabase |
| Kenya Weather Forecasting | Deep learning models for multi-step weather prediction | LSTM · GRU · ConvLSTM · Python |
| Movie Recommender System | Hybrid recommendation engine using TF-IDF similarity | Python · Scikit-learn · Pandas |
| Dharura AI | Real-time AI emergency reporting and analytics platform | Next.js · Supabase · Firebase |
| Emotion & Expression Recognition | CNN and NLP-based multi-class emotion classification | TensorFlow · OpenCV · Python |
| Synthetic Data Generation | GAN and VAE implementations for tabular and image data synthesis | TensorFlow · PyTorch · Python |
AI & Data Science
Development & Deployment
- Generative AI and AI automation workflows
- AI-driven decision support systems
- Applied machine learning research
- Building and deploying production-ready AI applications
Machine Learning ████████████████████ Advanced
Deep Learning ████████████████░░░░ Proficient
Natural Language Proc. ███████████████░░░░░ Proficient
Computer Vision ████████████░░░░░░░░ Intermediate
Generative AI ████████████████░░░░ Proficient
Time-Series Analysis █████████████████░░░ Advanced
Full-Stack (AI Apps) █████████████████░░░ Advanced
Open to research collaborations, AI consulting, and exciting engineering roles.