Mahder Academy · Remote

• Designed and built a live e-learning platform end-to-end — frontend, backend API, and database — now serving 100+ students across 11+ courses.
• Own the platform after launch: uptime, bug fixes, and new features, working solo against real user feedback and usage data.

Eritel Telecom · Asmara, Eritrea

• Engineered automated ETL pipelines in Python and SQL to process large-scale industrial datasets, increasing downstream data reliability by 28% and eliminating manual transformation steps.
• Architected scalable data models on Azure with high-concurrency support, enabling AI-assisted internal reporting tools used across multiple business units.
• Designed and shipped automated data validation and integrity checks that cut manual troubleshooting time by 33%, owning the feature from spec through production monitoring.
• Refactored high-volume datasets into query-optimised schemas, reducing query response times for data-heavy applications.

Eritrea Electric Corporation · Asmara, Eritrea

• Built and shipped full-stack dashboards and reporting pipelines end-to-end, enabling real-time visualisation of power distribution data for grid operations teams.
• Applied statistical modelling and trend analysis (deterministic and stochastic methods) to improve demand-forecasting accuracy by 23%, supporting grid capacity planning.
• Designed clean data architectures and automated processing scripts as the foundation for later machine-learning initiatives.
• Analysed large-scale consumption patterns, contributing to a 14% reduction in operational inefficiencies.

RIC Lab, Dept. of Computer Science and Engineering · Asmara, Eritrea

• Developed named-entity recognition (NER) and part-of-speech (POS) tagging resources for Tigrinya and Ge'ez — two under-resourced Semitic/Ethiopic languages with minimal prior NLP tooling.
• Designed annotation schemes and tagging pipelines addressing the near-total absence of labelled data, laying groundwork later extended into independent NLP projects.