John C.
Junior Data Science Developer
Open to offersNew to PlatformAbout
John C., a Computer Science student at Mapúa University, specializes in Data Science and has developed expertise in machine learning, full-stack development, and API integration. Through his work on a thesis project focused on injury risk detection in yoga using transformer-based models, he has honed his skills in machine learning and computer vision. As a frontend developer at BrevéLine Café, he created responsive web interfaces and a robust ordering system. His role in developing a video streaming and watch party application involved integrating REST APIs and enhancing user accessibility with subtitle and dubbing support. As a software developer, John also created a rental management system for family-owned businesses. His certifications include Google Cybersecurity and Cisco's CCNA, and he is proficient in programming languages such as Python and Java, as well as technologies like Supabase and REST APIs.
Experience
Machine Learning / Computer Vision
Transformer-based Injury Risk Detection in Yoga Asanas · 2026 — 2026Created a transformer-based model to assess injury risks associated with yoga poses by employing sequence modeling techniques, alongside keypoint detection and temporal analysis for tracking and interpreting human pose movements.Frontend Developer
BrevéLine Café · 2025 — 2025Created responsive frontend interfaces to facilitate customer and staff interactions using contemporary web technologies, enabling features like menu browsing, cart management, checkout, and real-time order tracking.Software Developer
Video Streaming & Watch Party Application · 2025 — 2025Engineered a JavaFX-based streaming application that included synchronized watch party capabilities and real-time chat. Integrated Supabase and TMDB REST APIs for backend services and dynamic retrieval of movie data, while also adding subtitle and dubbing features to enhance user accessibility.Software Developer
Family-Owned Apartment Rental Management System · 2024 — 2024Developed a Java & JavaFX application for managing tenant records, handling rental payments, and overseeing billing procedures. Utilized Supabase backend along with RESTful services to ensure secure and real-time data management.
Skills & Expertise
Education
- BS Computer Science with Specialization in Data ScienceMapúa University · — — 2026