Past projects:
*Student Predictive Analytics Platform:
We cleaned and extracted features from the raw university data, evaluated the performance of various machine learning algorithms and the models they produced, and incorporated the resulting models into a Docker image which is currently in use at the university. The predictions are then used to focus early attention on students who are at risk of dropping out and maximize their chance of continuing their studies.
**
Maintained and improved a platform for online marketing and advertisements.
Implemented the receipt and delivery of short message services (SMS) via Twilio.
Worked with Mblox—one of the most popular providers for handling SMS and MMS.
Supported several Linux services to process queues, perform periodical tasks, and more.
Created several reports (both the UI and back-end) and ensured that they were calculated quickly by using caching systems.
Technologies: Python, Django, Bash, MySQL, HTML, CSS, JavaScript