San Gam
@sangam
Computer Science student focused on building AI/ML models that solve real-world problems with data.
What I'm looking for
I’m a Computer Science student with a strong interest in Artificial Intelligence and Machine Learning. I focus on building and applying ML models to solve real-world problems using data-driven approaches, and I’m motivated to grow in the AI/ML field through hands-on experience and real applications.
Through practical project work, I’ve developed and tuned models end-to-end—from data preprocessing and feature engineering to training and evaluation. My Diabetes Prediction System reached 80–85% accuracy with Logistic Regression and Random Forest, while my QR Code Phishing Detection achieved 89–93% prediction accuracy through URL feature engineering and model tuning.
I also build predictive and recommendation solutions, including E-commerce Customer Behavior Prediction and an E-commerce Product Recommendation System using collaborative filtering and recommendation pipelines. I continue improving my skills by working with tools like Python, PyTorch, and MLOps/backend technologies such as Docker, MLflow, FastAPI, MariaDB, Redis, and Evidently AI.
Experience
Work history, roles, and key accomplishments
BSc Computer Science (AI)
Sunway College
Nov 2024 - Present (1 year 8 months)
Developed multiple machine learning projects including a diabetes prediction model (80–85% accuracy) and a QR code phishing detector with URL feature engineering (89–93% accuracy). Built end-to-end data pipelines and developed proficiency across ML tooling and MLOps workflows.
Education
Degrees, certifications, and relevant coursework
Sunway College
BSc (Hons), Computer Science with AI
2024 -
Currently pursuing a BSc (Hons) in Computer Science with AI, with coursework in Machine Learning, Data Structures & Algorithms, and Database Systems.
NIST College
+2 Science, Science
2022 - 2024
Completed the +2 Science program at NIST College.
Availability
Location
Authorized to work in
Job categories
Skills
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