Computer Science Student · Uganda Christian University · Kampala, Uganda

"Build things that matter. Ship things that work."

I'm a second-year CS student who builds at the intersection of data systems, AI research, and developer tooling. I'm new to the open source world — but I move fast, read source code I don't fully understand yet, and I show up consistently.

My engineering focus in 2026:

• 🤖 AI Systems: Researching Vision Transformers for medical imaging in low-resource environments — where the impact of getting it right actually matters.
• 🗄️ Data Engineering: Designing relational systems with real business logic — stored procedures, triggers, and full employee lifecycle management in MySQL.
• 🔧 Developer Tooling: Contributing to open source CLI tools, learning how production codebases are structured, and building toward AI-powered code generation systems.

AI-assisted medical imaging for Uganda

• Research Focus: Optimizing ViT + Knowledge Distillation pipelines for brain tumor classification in low-resource clinical settings.
• Problem: Specialist radiologists are severely limited in Uganda — accurate lightweight AI diagnostics could change that.
• Tech: Python · Vision Transformers · Knowledge Distillation · Medical Imaging Datasets
• Supervisor: Dr. Innocent Ndibatya, Uganda Christian University

Enterprise-grade database system for Uganda Christian University

• Architecture: Full relational system designed from EERD and formal business rules covering the complete employee lifecycle.
• Core Engine: Stored procedures and triggers for payroll processing, leave management, performance evaluations, disciplinary records, and employee separations.
• Tech: MySQL · Stored Procedures · Triggers · ERD Design

Contributing to Google's open source AI terminal tool

• PR #22444: Fixed hardcoded /resume command references in chatCommand.ts — made usage strings dynamic using context.invocation?.name to support both /chat and /resume aliases correctly.
• PR #22455: Documented authentication-based model variant restrictions across 4 documentation files — clarifying that gemini-3.1-pro-preview-customtools is exclusively available to Gemini API Key users.
• Tech: TypeScript · Markdown · CLI Architecture

• Collaboration on AI, developer tooling, and impactful software
• Research partnerships in medical AI and low-resource computing
• Open source projects with real-world significance

"I'm early in my journey — but I'm serious about it."