Projects
The following are a few of demonstrable projects that I have implemented. If interested in more of my projects, here's my Github. Also, check out my YouTube channel to watch the walk-through of my website projects.
Individual Projects
Third Eye
A free online tool that aims to offer various computer vision services. Currently though, there is only one functionality available, object detection. Using our tool, you can detect objects from videos and photos in real time or asynchronously.
PlayMath
A playground where you can interact with widgets to solidify your mathematical understanding
Burmese G2P
Myanmar (Burmese) 🇲🇲 Language Grapheme to Phoneme Converter for automatic speech recognition (ASR) and text-to-speech (TTS)
Group Projects
The following projects would not be possible without my co-contributors. Hence, full credit is given to each of them, and their contribution is acknowledged alongside their names on the Github repository.
Space Invaders
A classic arcade style 2D shooting game wherein the player spaceship shoots at the enemies and bosses while avoiding their attacks.
Dynamic Brain Connectome Learning
A set of graph machine learning architectures for learning temporal and spatial patterns of brain activation from fMRI images. Two downstream tasks are implemented: (1) brain activation prediction duration language tasks (link prediction) and (2) performance prediction from neural patterns (graph regression)
Advanced Passage Retrieval
A NLP research into passage retrieval, the task of extracting top-k pertinent passages from a dataset as the output given a query as the input. We use the BM25 model as a benchmark to explore retrieval models that can achieve better accuracy specifically on the SQuAD1.1 dataset.