Writing & research
Three years at LSBU, wrapped up with a First Class degree — reflecting on the late nights, the dissertation, and the people who helped me get there. It hasn't been a straight line, but I'm proud of where it's led.
Wrapping up a freelance contract with Infinitum Education — IFP landing pages, FAQs, application flows and terms pages in WordPress and Elementor, and what coordinating a cross-functional team actually taught me.
The most complete freelance build I've done: a custom site for MKP London's four Post Office branches, with a time-aware AI assistant, an automated price pipeline that stays in sync, and full local SEO.
Honoured to receive the School of Computer Science and Digital Technologies Award for Student Inclusivity, recognising three years of championing community and supporting peers.
An AI coursework project that optimises for money, not accuracy: when a missed failure costs far more than a false alarm, cost-calibrated thresholds change every modelling decision.
Two years of City of London collision data, a badly imbalanced target, and a model tuned for recall on fatal accidents rather than accuracy — plus association-rule mining to find the riskiest conditions.
Discovering Gup Shup, an Indo-Pakistani restaurant with great food but no online presence, I built them a complete digital solution.
Collaborated on a full-stack platform connecting international students with hosts — balancing implementation with accessibility, data protection and user trust.
A nine-entity relational schema for a fictional manufacturer, normalised to BCNF, then queried in anger with parameterised T-SQL — CTEs, triggers, window functions — and a Power BI dashboard on top.
One of my first end-to-end ML projects — feature engineering over historical match data, model training with scikit-learn, and visualisations of runs, wickets and win probability.