Hi, I'm
Marcus Cedric
S. Pedrosa
I am a Computer Engineering Technology Student
Hi, I'm
I am a Computer Engineering Technology Student
I'm a computer engineering technology student specializing in Machine Learning with a passion for creating innovative digital solutions and solving real-world problems.
A Max Verstappen fan, A Mobile Gamer, A Passionate Learner, and A Tech Enthusiast.
Goal: Build scalable and efficient software solutions while continously improving.
Introduction to Python Programming
Coursera · November 2025
DataCamp · February 2026
Computer Systems Servicing NC II
TESDA · September 2024
TESDA · February 2026
Udacity · June 2026
Etiqa Life and General Assurance Philippines, Inc.
Streamlined high-volume data operations by implementing automated Excel validation and a structured archival system, significantly reducing retrieval times. I ensured 100% data fidelity across complex processing pipelines by conducting rigorous cross-validation between digital datasets and physical records.
Snapp Ventures Inc. (Matchmo)
Ensured production grade software quality by executing end-to-end testing across web, internal CRM, and Android APK environments, identifying critical blockers in authentication and user roles. I audited data pipelines to achieve 100% data mapping accuracy, utilizing Directus to architect database schemas for the HR system. To guarantee system stability, enforced a strict sub-500ms to 600ms page interactivity thresholds through network latency testing. To optimize efficiency, I transitioned manual processes into code-driven QA by designing and containerizing parameterized web automation scripts using Playwright and Docker across 10 consecutive weeks of fast-paced agile sprints.
A personal budget tracker website featuring weekly and monthly expense tracking with AI-generated spending insights via Gemini during PDF export.
View Project →AI-powered crime scene analysis system that detects weapons and threats using YOLOv8 object detection, enhanced with a RAG-based chatbot providing real-time investigative assistance.
View Project →An ergonomic, solar-powered charging station that integrates a custom-geared hand crank to convert human kinetic energy into stored electricity. This project features an ESP32-monitored 1280Wh LiFePO4 battery and a 300W solar array to provide sustainable, high-speed mobile charging for public spaces.
View Project →A portfolio website showcasing my projects and skills. Also, introduces my background and experience so far. Built with a custom design displaying my journey as a computer engineering technology student and my aspirations in the field of software and AI engineering.
View Project →A full-stack real time championship predictor for the 2026 Formula 1 regulation reset. Live telemetry pipeline (OpenF1 -> Redis -> Websocket -> React dashboard), Monte Carlo simulation engine and ML lap time prediction using FastF1 historical data. Full-stack: FastAPI - React - Supabase (PostgreSQL) - Redis - Docker
View Project →Tech Stack