Michael Kanku

Developed a FastAPI backend with async PostgreSQL, designed normalized schemas, and built Playwright scrapers for live platforms. Managed DevOps on Railway, including Docker, CI/CD, and resolved containerisation issues.

Architected and shipped a full-stack RAG learning assistant end-to-end, designing the document ingestion pipeline, vector store retrieval layer, LLM orchestration, and Flutter UI entirely solo. Built a domain-aware caching and versioning system for retrieval results and analysis outputs, reducing redundant LLM calls and enabling tracking of learner understanding evolution.

Oversaw technical infrastructure for university-wide events, directed event management and logistics, and led recruitment initiatives expanding club membership by 30%.

Managed inventory of over 200 pieces of climbing equipment, implemented a tracking system, and trained new members on gear handling and safety protocols.

Developed a full-stack application with FastAPI, async PostgreSQL, and Playwright scrapers for cross-platform event aggregation. Managed DevOps on Railway and implemented security measures including session-based authentication and rate limiting.

Developed a neuroscience-informed time management app using Flutter and Dart, focusing on reducing cognitive load and decision fatigue through structured focus sessions. Designed the app to minimize task-switching and set up the project for open-source contribution with pre-commit hooks, contributing guide, and code of conduct.

BSc in Biological Sciences with majors in Genetics and Physiology, completed in 2024.

Completed National Senior Certificate in 2018.

Completed Exploratory Data Analysis for Machine Learning.

Completed Supervised Machine Learning: Classification.

Completed Supervised Machine Learning: Regression.

Completed CS50x: Introduction to Computer Science.

Activities and societies: Wits Esports Vice Chair Wits Mountain club gear and facilities manager