Professional Summary
Proactive AI/ML engineer with a strong background in data science and full-stack development. I specialize in building custom AI agents, developing robust software solutions, and turning complex problems into elegant solutions. Passionate about applying technical skills to create innovative and intelligent solutions.
Professional Experience
Full-Stack Developer
Abya Africa
June 2023 – Present
Nairobi, Kenya • Full-time
Developing custom AI agents for a decentralized Learning Management System, integrating advanced machine learning to enhance user experience.
- ▸Currently developing custom AI agents for a decentralized Learning Management System
- ▸Initially developed LMS using Python's Django framework, later transitioning to Web3/Blockchain approach
- ▸Enhanced collaboration skills working in a team environment
- ▸Gained significant understanding of Django ORM and MVT architecture
Full-Stack Conversational AI Developer
AmigosGrill UK
June 2025 – Sep 2025
Remote, UK • Contract
Designed, developed, and deployed an end-to-end voice-to-order system to automate restaurant ordering using conversational AI and e-commerce APIs.
- ▸Engineered a working, real-time voice-to-order pipeline by integrating Vapi (Voice AI), Twilio (telephony), Python/Flask backend, and Square POS API
- ▸Developed custom API logic within Flask to handle complex order customization, inventory lookups, and secure transaction authorization
- ▸Automated key business processes, leading to significant reduction in manual employee handling time
Competitive Data Scientist
Zindi
2022 – Present
Remote • Competitions
Participating in machine learning competitions, achieving top results in various challenges.
- ▸Cryptojacking Prediction Challenge: Developed ML model achieving F1 score of 0.965
- ▸Air Quality Challenge: Built model predicting air quality with MAE of 14.65
- ▸Achieved 5 Bronze Medals across multiple competitions
Education
Bachelor of Science in Computer Science
Multimedia University of Kenya
Graduated October 2023 • Second Class, Upper Honours
Technical Skills
ML/AI
Python
PyTorch
NumPy
Pandas
Scikit-Learn
Custom Agent Development
Data Analysis & Preprocessing
Model Training & Validation
Frontend
React
Next.js
JavaScript
HTML/CSS
Tailwind CSS
Backend
Django
Flask
FastAPI
Node.js
REST APIs
Database & Tools
MySQL
MongoDB
Docker
Git
Linux
Web3/Blockchain
Blockchain
Solidity
Key Achievements
Cryptojacking Detection
Developed ML model achieving F1 score of 0.965
Air Quality Prediction
Built model with Mean Absolute Error of 14.65
Zindi Competitions
Achieved 5 Bronze Medals across multiple machine learning competitions