Development of an Intelligent Tool for Test-Driven Development (TDD) Assistant. Designed and developed three AI agents to generate unit tests (RED phase), produce code (GREEN phase), and suggest refactoring improvements (REFACTOR phase). Integrated the solution as a VS Code plugin and with a web interface. Evaluated generated tests through mutation-testing-based analysis.

Data Scientist at MBPS

October 1, 2024 - October 1, 2024

Developed predictive models to forecast monthly raw material needs, significantly reducing costly stockouts. Created an AI model to estimate overall and per-client monthly revenue, improving customer retention through targeted commercial strategies. Achieved 93% accuracy and 7% average error rate across both models.

Web Developer at CMS

May 1, 2024 - May 1, 2024

Developed and implemented functionalities for a Child Care Management Website, including registrations, scheduling, and parent communications.

Development of AI-based Assistive System for Neurodevelopmental Disorders at Djagora Foundation

June 1, 2022 - June 1, 2022

Led an end-to-end data science project, including data collection from a specialized autism center to AI model development; processed video data from patient-tracking cameras to analyze behaviors; implemented predictive models achieving 87% accuracy in detecting attention disorders and forecasting panic attacks ~2 minutes before onset; collaborated with healthcare professionals to tailor solutions for clinical needs and improve child support.