ROSEMARIE D. MONTESA
AI & ML | Data Scientist | Computer Vision Practitioner
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ABOUT ME
Location
Mandaluyong City
rosedecastromontesa@gmail.com
Focus Areas
Machine Learning, Computer Vision, NLP
Education
Bachelor of Science in Computer Science
Major in Intelligent Systems
Laguna State Polytechnic University - Santa Cruz Campus
Aug 2022 - Jun 2026
SKILLS & EXPERIENCE
Programming
AI / ML & Deep Learning
Data Analysis
Web & MLOps
Cloud & Tools
Soft Skills
PROJECTS
Queen Cell Maturity Tracking & Brood Pattern Analysis
Built a computer vision system for predicting queen cell hatching and analyzing brood patterns by annotating datasets, tuning hyperparameters, training YOLOv11, Faster R-CNN, Mask R-CNN, and RF-DETR models, and deploying it on Render.
Mold Contamination Detection on Bread
Trained YOLO and RF-DETR models for mold detection using labeled datasets, with preprocessing, augmentation, and evaluation workflows in Python.
DermaGlow AI - Dermatology Essentials & Ingredient Analyzer Bot
Built an NLP chatbot using Naive Bayes, BERT, and fuzzy matching, implementing classification and retrieval pipelines with scikit-learn and TensorFlow.
Power Grid Failures Simulation and Blackout Prediction
Computational science project simulating power grid failures and predicting blackouts in Laguna using data modeling and analysis techniques.
Sleep Health and Lifestyle Analysis
Data analysis and visualization project exploring sleep health patterns and lifestyle factors using statistical methods and visual storytelling.
Introduction to Intelligent Systems - Lab Portfolio
Laboratory portfolio showcasing various intelligent systems concepts, algorithms, and implementations throughout the course.
Local Job Board System
A comprehensive job board application built with C# featuring job listings, applicant management, and search functionality.
Movie Ticket Booking System
Java-based movie ticket booking application using SceneBuilder for UI design and Jasper Report for receipt implementation and business logic.
Campus Navigator System
A Python OOP project for navigating campus locations, demonstrating object-oriented programming concepts and user interaction.
CERTIFICATIONS & COURSES
Webinars & Trainings
Data Science: Advance Trends, Tools and Application
National Institute of Securities Markets (NISM)
March 2025
View CertificateThe Power of Tiny: Enabling the Future with Microcontrollers
Xinyx Design Consultancy & Services, Inc.
March 2025
View CertificateIntroduction to Firebase as a Backend for React Applications
University of Caloocan City
March 2025
View CertificateAwards & Recognition
GDG PUP DataCamp Scholar
Google Developer Group PUP
Selected as a DataCamp Scholar under GDG PUP program.
2026-2027
Robotics Tournament Participant
LSPU
Built and programmed an autonomous navigation bot.
August 2025
BADGES & AFFILIATIONS
Click on any badge to verify on Credly ↗
GET IN TOUCH
Interested in working together? I'm always open to discussing new projects, creative ideas, or opportunities to be part of your vision.