ENGINEERING

Journey

Training frontier AI models to write code and reason like engineers, contributing to the AI coding tools used daily by millions of developers.

• 01Train frontier AI models (Claude, ChatGPT, and others) to write code and reason like engineers.
• 02Identify engineering problems current models fail to solve, and author the reference solutions used to train them.
• 03Focus on building engineering intuition and judgment, the area where models are weakest.
• 04Drive incremental improvements in AI coding tools used daily by millions of developers.

Consulting on critical government infrastructure projects funded by the World Bank, focusing on high-availability backend systems and modern DevOps practices.

• 01Designed NestJS + PostgreSQL microservices for livestock data at national scale.
• 02Delivered real-time analytics reducing reporting latency from hours to seconds.
• 03Set up CI/CD with Docker + Kubernetes, cutting deployment time by 70%.
• 04Achieved 99.9% uptime on AWS infrastructure.
• 05Integrated Kafka-based event streaming for scalable data ingestion and processing.

Modernized digital assets for the IGAD Climate Prediction and Applications Centre (ICPAC) to improve accessibility and data visualization.

• 01Revamped ICPAC website, boosting Lighthouse score from 62 to 94 and improving SEO visibility.
• 02Migrated React to Next.js, cutting page load time by 45%.
• 03Integrated MapServer + PostGIS for sub-500ms geospatial queries.
• 04Refactored legacy codebase, reducing complexity by 50%.

Spearheaded the development of a high-performance Instagram analytics platform for a UK-based agency.

• 01Built Instagram analytics platform (Next.js + NestJS) handling 10k+ queries/day.
• 02Improved API speed by 40% with Redis caching and optimized PostgreSQL queries.
• 03Deployed via Docker + Kubernetes, scaling the platform to handle 3× traffic.

Developed and deployed comprehensive business management solutions for local enterprise clients.

• 01Deployed 3 ERP/POS apps supporting 1,000+ daily users.
• 02Automated pipelines, reducing release cycles from 2 weeks to 3 days.
• 03Improved system uptime to 90.9% while halving critical bugs.

Delivered high-impact digital solutions for diverse clients across multiple industries.

• 01Delivered 10+ apps spanning dashboards, e-commerce, and analytics.
• 02Built a logistics dashboard cutting client decision time by 60%.
• 03Developed an inventory system improving stock accuracy to 95%.
• 04Maintained a 5★ client rating across most contracts on Upwork and direct engagements.