Looking for a job

Aklei Aloyce

@akleialoyce

Message

Information Systems graduate building Power BI sales dashboards and machine-learning prototypes.

Tanzania

Message

What I'm looking for

I'm seeking a graduate or junior role in data analytics, business intelligence, data science, or backend development.

I built PREDICT-AMR, a machine-learning prototype that estimates antimicrobial resistance risk from routinely collected patient data. I prepared and analyzed the data, trained and evaluated models, and deployed an interactive application on Hugging Face Spaces; it is a prototype and not clinically validated.

For the Exodus Cars Sales Intelligence Dashboard, I developed an interactive Power BI dashboard with KPI measures for revenue, profit, and quantity sold, plus visualizations by vehicle segment, model, and dealer location.

On the University of Dodoma staff housing management system, I developed PHP/Yii backend components and REST API endpoints for the React frontend. I also implemented role-based access control and PostgreSQL migrations, and configured a Dockerized development environment.

Experience

Work history, roles, and key accomplishments

Backend Developer

UDOM Staff Housing Management System

Developed backend components in PHP/Yii for a staff housing management system, built REST API endpoints, implemented role-based access control, and configured a Dockerized development environment.

PHP Yii Framework PostgreSQL REST APIs React Docker Compose Nginx PHP FPM Minio RabbitMQ Gitlab

Machine Learning / Data Science

PREDICT-AMR

Built a machine-learning prototype to estimate risk of multidrug-resistant infection, MRSA, and cephalosporin resistance, and deployed an interactive web application on Hugging Face Spaces.

Python Pandas NumPy Machine Learning Hugging Face Spaces

Data Analysis with Manus AI

AI-Assisted Analytics Web Dashboard

Specified requirements for and refined an AI-generated executive sales analytics web dashboard, reviewing and interpreting AI-produced output.

Manus Ai Web Dashboard

Power BI / BI Analyst

Exodus Cars Sales Intelligence Dashboard

Developed an interactive one-page Power BI dashboard on a relational sales model, defined KPI measures, and visualized sales data to support decision-making.

Power BI Data Modeling Excel Manus Ai