A Kaggle 2x Expert who joined competitions in his time. Now, an avid hackathon enthusiast building impactful AI solutions based in Singapore. Finishing my Bachelor's of Big Data in December 2024. Looking for work as a Machine Learning Engineer.My journey starts with Kaggle where I learned the art of Machine Learning. Joining ML competitions allowed me to face the brightest minds in the field; training the most accurate models for tabular data and computer vision. Some major achievements would be:- Placing 20th out of 1942 teams in TPS September (Tabular Data competition)- Getting into the top 1% of teams in Petfinder (Computer Vision competition)Main tools used: Pytorch, Sklearn, Numpy, Pandas, Matplotlib, Seaborn, Optuna After moving to Singapore for my education, I joined numerous hackathons and tackled real world problem statements. I mainly built my skills for Software Engineering and implementing models into prototypes. Here are some major achievements on that front:- Placed 2nd on Anaconda's Hackathon (Created an Image Segmentation mobile app that classifies ingredients and creates recipes out of them using a Large Language Model)- Won #Hack2023 (Created a design prototype for the problem statement: Gamified Discipleship)Main tools used: React, Flask, Langchain, Figma