🚀 From Malaysia to Norway's fjords, my data science journey started with one question: "What if machines could predict the future?" Now, pursuing my BSc at Handelshøyskolen BI in Oslo, I'm living that dream, transforming data chaos into crystal-clear business strategies.
💡 I turn complex datasets into game-changing insights. Whether it's building AI that prevents equipment failures, creating Norway's renewable energy optimization system, or crafting algorithms for TikTok's infrastructure, I solve real problems with cutting-edge tech.
🌍 When I'm not coding in Python or teaching fellow students, I'm exploring Oslo's innovation scene or building sustainable solutions. Fluent in four languages and thinking globally, I bring a unique multicultural lens to every data challenge I tackle.
Built an intelligent predictive maintenance system using advanced machine learning techniques. Implemented Random Forest Classifier with 94% accuracy for equipment failure prediction, enabling proactive maintenance scheduling that reduced unexpected downtime.
Engineered a comprehensive renewable energy prediction system specifically tailored for Norway's unique climate. Created advanced feature engineering including cumulative precipitation metrics, wind power potential calculations, and solar radiation indices.
Developed an advanced security intelligence platform that analyzes mobile app protection effectiveness across the entire Norwegian banking sector. Built an automated testing framework that evaluates 25+ banking apps, detects security solutions like Promon SHIELD, tests bypass techniques, and generates comprehensive threat assessment reports with an interactive Streamlit dashboard. This project demonstrates expertise in cybersecurity, competitive intelligence, and large-scale data analysis.
Built an intelligent study partner matching platform using advanced machine learning algorithms to connect learners with a student to study with. Implemented hybrid recommendation system combining collaborative filtering, NLP, and compatibility scoring to achieve user satisfaction.
