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selected works
other projects
ClimateHack.AI 2023
2023–2024
Participated with team from Machine Learning @ Berkeley. Finalist and highest ranked team in qualifying round with 0.08174 MAE. 2nd Place at in-person finals at Harvard! Built custom ResNet based model to predict solar panel PV generation, with data engineering and custom baked dataset.
Cal Hacks 10.0 & ML@B NMEP Project—CubeCV
2023 Oct–Dec
Computer Vision project segmenting a Rubik's Cube and detecting the state through a video stream, producing a solution to solve the scrambled state. Started off as a classical computer vision project in Cal Hacks, built with OpenCV (C++) and bridged to Swift as an iOS application. Continued as part of the Machine Learning @ Berkeley's NMEP final project, used DINO, LangSAM (Langauge based Segment Anything Model) and OpenCV.
Colour Generator & Colour Utilities
2023 May
Simple utility iOS & Mac Catalyst app for generating shades and tints of a colour. Vectorised utilities for working with colour spaces and converting between commonly used colour representations. Ranked #25 in Graphics & Design tools category on Mac App Store.
Busy Bean Café
2022 Feb–May
POS ordering system with pre-order integration, trend analysis, stocking and finance management. Built with Vanilla JS. Python Flask API deployed with Azure & MS SQL Server, with automatic CI/CD.