Experience
Education
MSc Computer Science
University of Victoria · Present
Supervisor: Dr. Ashery Mblinyi
Research focus on continual learning and efficient neural architectures for resource-constrained deployment.
BSc Software Development
KCA University, Nairobi, Kenya · 2018–2022
Second Class Upper Division
Professional and Research Experience
AI Engineer
International Board of Ethics in AI (IBEA)
AI Ethics and Safety · 2025–Present
- Leading development of Ethics API framework for AI model auditing
- Implementing automated safety and fairness evaluation systems
- Developing explainability tools for open-source AI models
- Contributing to ethical AI standards and best practices
Chief Technology Officer
Vociply LTD
Research Leadership · 2024–Present
- Spearheading R&D of AI-powered voice systems with multilingual NLU support
- Optimizing voice AI systems for African markets and edge deployment
- Leading engineering team in production ML infrastructure development
- Establishing research protocols and deployment best practices
Software Engineer
Intelliverse AI
Applied ML Engineering · 2022–2024
- Designed and deployed transformer-based automation systems for production environments
- Built scalable ML pipelines using FastAPI, Docker, and AWS SageMaker
- Optimized inference performance and system reliability for production workloads
- Maintained comprehensive technical documentation and deployment procedures
Technical Expertise
Machine Learning & Research
ML Frameworks: PyTorch, TensorFlow, Scikit-learn, Hugging Face Transformers
Edge & Inference: ARM Compute Library, ONNX Runtime, Llama.cpp, TensorRT, OpenVINO
Programming: Python, JavaScript
Research Focus: Continual learning, model compression, quantization, edge AI
Infrastructure & Deployment
Cloud Platforms: AWS (SageMaker, Lambda, EC2), GCP, Azure
MLOps: Docker, Kubernetes, Git, CI/CD pipelines
Production ML: FastAPI, scalable ML systems, edge deployment
Tools: Version control, collaborative development, reproducible research