Work
Data platforms first, then AI engineering and research. Each case study names the constraint, the decision and the evidence.
Earlier work
- 2023 to 2024Frontend of an HR and payroll ERP at HST Consulting
My first industry role, where I built and maintained the frontend of a software-as-a-service HR and payroll system and integrated it with the backend team's REST APIs.
Archived - 2024Student dropout prediction with a Streamlit dashboard
A two-week data science exercise that cleaned and explored a student records dataset, tested hypotheses about who drops out, and shipped the findings as an interactive Streamlit app.
Public demo - 2024Analytics and machine learning project set from 10 Academy
A set of weekly end-to-end projects from the 10 Academy training programme, covering forecasting, fraud detection, credit scoring, a Telegram-sourced data warehouse and several exploratory analyses.
Archived - 2022 to 2023Cotton disease prediction with deep learning (final-year project)
My final-year project classified cotton leaf diseases from photos with a convolutional network trained by transfer learning, served through a Flask web app and an Android app for use in the field.
Archived - 2022Library database system in MySQL (database course project)
A course project that modelled a university library in MySQL, from the extended entity-relationship design through to the relational schema and the SQL scripts behind it.
Archived - 2021 to 2022WSU Guide, a campus navigation app for Wolaita Sodo University
A native Android app that helps new students, visitors and staff find offices, dormitories, departments and services across the two Wolaita Sodo University campuses.
Archived