Experience
Projects
Turning business needs into actionable solutions.
Computer Engineering Internship Information System
Project Coordinator / System Analyst
Project Coordinator for a digital transformation initiative replacing a manual internship management process.
Business Problem
The Computer Engineering program tracked internships across 3 separate Excel files with manual exam-room assignment, causing duplicate data entry, scattered records, frequent errors, and no way to evaluate students during the supervision period.
Key Contributions
- Analyzed the manual internship tracking process with stakeholders to identify bottlenecks.
- Mapped AS-IS/TO-BE workflows via BPMN, eliminating duplicate entry across 3 Excel files.
- Authored business requirements and user stories to guide technical development.
- Coordinated developers and designers to align the software with stakeholder goals.
- Digitized paper-based workflows into a centralized system managing hundreds of student records.
Outcome
Replaced 3 scattered spreadsheets and manual room assignment with one centralized system serving hundreds of students per year, with historical data migrated and a new supervision-evaluation step added.
AI Eye Care Assistant
Business Analyst / Project Team Member
An AI-powered web application that provides preliminary eye care guidance and reduces repetitive inquiries to healthcare professionals using Retrieval-Augmented Generation (RAG).
Business Problem
Healthcare professionals spend significant time answering repetitive eye care questions, while patients lack an accessible channel for preliminary guidance before seeking medical consultation.
Key Contributions
- Identified user pain points and defined functional requirements through problem analysis.
- Evaluated and selected the technology stack, including a Retrieval-Augmented Generation (RAG) architecture, to improve response reliability.
- Collaborated with teammates to define the solution scope and prioritize core features.
- Prepared the project proposal and delivered the final pitch presentation to judges.
Outcome
Developed a working prototype that demonstrated reliable, knowledge-grounded responses for common eye care inquiries through a web application.