Ramith Hettiarachchi

22 Feb 25

How to setup a JAX/Tensorflow 1.15 environment in the FASRC Cluster

5 min read

22 Jan 27

Deep Residual Learning for Image Recognition

3 min read

22 Jan 19

ImageNet classification with deep convolutional neural networks (AlexNet)

3 min read

22 Jan 05

JAX 001 - A closer look at its background

3 min read

21 Sep 27

Summary of Paper - Representation Learning Via Invariant Causal Mechanisms (ReLIC)

2 min read

21 Jun 08

🏅 Our team - $T^3$, became the Champions of the IEEE Signal Processing Cup 2021 🎉

2 min read

21 May 12

Our team got qualified for the final round of IEEE SP Cup to be held at ICASSP 2021

Some things I care about (or used to do) during my free time...

Project Aya

Open Science Effort to Accelerate Multilingual AI

Project Aya - Sinhala/සිංහල

Working alongside likeminded Sinhala speaking individuals who'd love to see our language thrive in the current NLP advancement landscape.
(2023 - Present)

Audiobook library

Manusath Handa

We built on online platform to gather and disseminate audiobooks (Sinhala/Tamil) to visually impaired students.
(Contributed while I was an Undergrad).

Some Visualization Tools I've built

D* Lite

Algorithm
Visualizer

D* Lite Algorithm

As part of my internship, I wanted to implement the D* Lite algorithm, with dynamic obstacle creation aspect. (WebAssembly)

Intelliscope

Convolutional NN Visualizer

Project Intelliscope

As part of a medical research, built a model visualization tool to get more intuition on what sort of learning has the model performed. (TensorSpace.js)

Multi-Core Processor

Simulator

FPGA Group Project

To test our ISA and the functionality of any assembly code, I developed a tool to simulate the activity of each core. (p5.js)

Ramith Hettiarachchi

How to setup a JAX/Tensorflow 1.15 environment in the FASRC Cluster

Deep Residual Learning for Image Recognition

ImageNet classification with deep convolutional neural networks (AlexNet)

JAX 001 - A closer look at its background

Summary of Paper - Representation Learning Via Invariant Causal Mechanisms (ReLIC)

🏅 Our team - $T^3$, became the Champions of the IEEE Signal Processing Cup 2021 🎉

Our team got qualified for the final round of IEEE SP Cup to be held at ICASSP 2021

Project Aya - Sinhala/සිංහල

Manusath Handa

D* Lite Algorithm

Project Intelliscope

FPGA Group Project

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