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ejramirez525/README.md

banner < Hello there! />

I'm EJ S. Ramirez 👨‍💻

I am a Computer Engineering professional currently pursuing my Master's degree in Computer Engineering. My expertise lies in Edge AI, Computer Vision, and Embedded Systems Design. Experienced in deploying machine learning models on edge devices (e.g., Raspberry Pi), designing automated hardware systems with microcontrollers, and investigating deep learning architectures for real-world applications. I am passionate about bringing efficient, intelligent systems to life in the physical world.

🎓 Education

Mapua University Master of Science in Computer Engineering (MSCpE)
Mapúa University
calendar 12/2025 - Present   |   location Muralla St 1002 Manila, Philippines


NEMSU Bachelor of Science in Computer Engineering
North Eastern Mindanao State University (NEMSU)
calendar 08/2020 - 06/2024   |   location Cantilan, Surigao del Sur


CNHS Science Technology Engineering and Mathematics (STEM)
Cantilan National High School
calendar 06/2018 - 03/2020   |   location Cantilan, Surigao del Sur

🎯 Specializations

Deep Learning Artificial Intelligence and Deep Learning
            Frameworks:

            PyTorchTensorFlowKeras

Programming Programming Fundamentals
            Languages:

            C++PythonMATLAB

Embedded Systems Embedded Systems & IoT
            Hardwares:

            Raspberry PiMicrocontrollerESP32

Edge Computing Edge Computing & AI Deployment
            Technologies:

            YOLOv8Raspberry PiOpenCVTensorFlowLinux

IT Administration IT & Workspace Administration
            Platforms:

            Google WorkspaceMicrosoft 365

Other Tools Other Development Tools

            VS CodePyCharmGitHubAnacondaGit

🔬 Research Projects & Thesis

Development of Gastropods' Taxonomic Classification Using Deep Learning
Undergraduate Thesis   |   🏆 Best Thesis (BSCpE)
Department of Computer Studies Research Exhibit 2024

Automated Height, Weight, and Body Mass Index Measurement System Using Load Cell and TOF10120 Laser Sensing Technology
Special Project in Methods of Research   |   🎖️4th Placer
NEMSU Cantilan Research Festival 2023

Development of a Typhoon-Resilient Smart Laboratory Access and Monitoring System Using Asynchronous Task Scheduling
Project in Real-Time Embedded Systems
Arduino Mega 2560, RFID, Sensors, and Actuators

Simple Bird Species Classifier Architecture Based on Multi-Layer Perceptron (MLP)
Project in Neural Networks
Multi-Layer Perceptron, 200 Bird Species Dataset, PyTorch, and Google Colab

📜 Certifications & Eligibility


🎖️ Civil Service Professional Eligibility (Civil Service Commission)


Deep LearningPython ProgrammingGoogle CybersecurityGoogle IT SupportMATLAB Programming

📫 Let's Connect & Research

Connect Professional & Academic Profiles
            Let's collaborate on Edge AI, Deep Learning, and Embedded Systems!

            LinkedInResearchGateGitHub

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  1. Automated-Gastropod-Species-Classification-Using-Deep-Learning Automated-Gastropod-Species-Classification-Using-Deep-Learning Public

    This repository contains the algorithms, model weights, and datasets for an automated gastropod classification using YOLOv8 instance segmentation. Designed as a robust tool to assists researchers i…

    Python

  2. Automated-Height-Weight-and-Body-Mass-Index-Measurement-System Automated-Height-Weight-and-Body-Mass-Index-Measurement-System Public

    An automated health kiosk built with Arduino that measures height (ToF laser) and weight (load cells) to calculate and classify Body Mass Index (BMI) in real-time. Features power-saving sleep modes…

    C++