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San GamSG
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San Gam

@sangam

Computer Science student focused on building AI/ML models that solve real-world problems with data.

Nepal
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What I'm looking for

I’m looking for hands-on opportunities to build AI/ML models with real data, improve accuracy through thoughtful feature engineering, and contribute to reliable deployment using MLOps tools.

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

SC
Current

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

SC

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.

NC

NIST College

+2 Science, Science

2022 - 2024

Completed the +2 Science program at NIST College.

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