Software engineer growing into data, AI and automation.

A system that records how a takeaway really runs and turns it into daily and weekly reports.

• Links order entry, cooking records, front-of-house verification and time tracking in one workflow.
• Built with a Next.js frontend, a FastAPI backend and SQLite storage.
• Initial authentication and task functionality are working.
• Uses everyday takeaway routines to identify where structured records and automation can improve visibility.

A Power BI solution that turns transactional e-commerce data into reports for commercial and operational decisions.

• Cleaned and prepared the data in Power Query.
• Designed a star schema and wrote DAX measures for revenue, order volume, average order value, growth and profitability.
• Built interactive views for executive performance, sales, products, customers, categories and order operations.
• Turned the findings into recommendations for marketing, inventory and customer retention.

A regression project that predicts used car prices from 6,019 labelled records.

• Fixed missing values and text-based numeric fields, then engineered new features.
• Compared six regression algorithms and tuned them with GridSearchCV.
• Documented evaluation metrics, feature importance and price units so the results can be reviewed.

Five-year transplant-free outcome classification on the Mayo PBC dataset, with a focus on results people can trust.

• Defined the outcome carefully and built an eligible binary cohort by excluding patients censored before five years.
• Examined missing data, data quality and predictor availability across source cohorts.
• Investigated explainability with SHAP and LIME, and used Kaplan–Meier analysis to describe outcome patterns.
• Wrote research documentation linking methods, evaluation and limitations.

A placement combining local-business research, mobile product development and practical AI exploration for the TownsConnect platform.

• Researched local business needs and market opportunities for the TownsConnect platform.
• Turned the research into insights that informed product decisions.
• Contributed to mobile app design and development, and assessed practical uses of AI.
• Worked independently and reported progress directly to the founder.

Eighteen apps across e-commerce, media, health, religion and utilities, built with Java, Kotlin and React Native.

• Worked with REST APIs, Room, Realm, Firebase and payment gateway integrations.
• Delivered mobile products across different client domains and user needs.
• Combined application architecture, debugging, refactoring and production-focused implementation.