CS student passionate about ML, Computational Neuroscience & Open Source
- π BSc Computer Science @ Eastern University of Sri Lanka
- π± Exploring Computational Neuroscience, Computer Vision
Languages
ML & Data
Tools
Contributing to Experanto β a multimodal neural data alignment framework under INCF
- Issue #134 β PR #137 β Bug fix: global time range in
Experiment+ 31 parametrized tests - Issue #129 β PR #133 β Ruff linting infrastructure + CI workflow
- Issue #160 β PR #161 β Bug fix: linear interpolation + tests
SVD Image Compression
Built from scratch using eigendecomposition of Aα΅A β no np.linalg.svd() shortcuts
Deep Neural Network from Scratch Implemented a deep neural network from the ground up to understand how forward and backward propagation work under the hood
Churn Prediction (in progress) Building a model to predict customer churn, covering data cleaning, exploratory analysis and model evaluation
Structure From Motion (in progress) Building from scratch to get a deeper understanding of the implementation process, so I can use the algorithm effectively in future work
- Mathematics for Machine Learning β Imperial College London, Coursera
- Python for Everybody β University of Michigan, Coursera