ls case-studies/
Case studies.
MyRideSG and the shoebox of receipts that set the price
MyRideSGThe MyRideSG story: keeping a Singapore rider's service history out of a shoebox and a workshop's regulars from resetting to zero.
AstroTypeScriptTailwind CSSSanityNext.jsReactSupabaseMy 1.1 GB toxicity model couldn't fit on the Pi it was built for
profanity-moderatorIt flagged 'i call polis ah' as toxic and weighed 1,112 MB on a 2 GB Raspberry Pi. Shrinking it to 124 MB was the easy part. The audit was the point.
PythonPyTorchHugging Face TransformersXLM-RoBERTaONNXONNX RuntimeSentencePiecepolarsscikit-learnRaspberry PiTurn the wifi off: StudyKaki answers from your textbooks on OpenVINO
StudyKakiA student asks their Tamil textbook a question and gets an answer that cites the exact page, on a laptop with the wifi off. Every model runs on OpenVINO.
PythonOpenVINOOpenVINO GenAIOpenVINO TokenizersNNCFOptimum IntelPaddleOCR (PP-OCRv5)BGE-M3bge-reranker-v2-m3Gemma 4 E2BQwen3-4BpolarsPyMuPDFpytestuv
Looking for the short version? The selected projects on the homepage summarise the same work.