Projects

Here are a few of the projects I've worked on, spanning across web applications, mobile apps, and machine learning initiatives.

Aug 18, 2024GSoC

Kiwix-Youtube UI Revamp

I worked on this project during Google Summer of Code 2024 to enhance the Kiwix YouTube Scraper's user interface, making educational videos more accessible and user-friendly for Kiwix users worldwide.

Apr 27, 2024Search

Integrate Apache Solr with Ballerina Central to Enhance Search Capabilities

Integrating Apache Solr, an open-source enterprise search engine, with Ballerina Central to enhance it's search capabilities for users to find packages easily.

Nov 01, 2023Natural Language Processing

Student Summary Evaluator

A system that employs a model capable of objectively evaluating the effectiveness of student-written summaries in terms of capturing the core concepts of a source text, while also assessing the clarity and fluency of the language used in the summary.

Oct 2, 2023Web Application

ChatPDF

A clone of the popular web application, chatpdf.com, that allows users to upload their PDF documents and engage in meaningful conversations about the content with an integrated chatbot.

Sep 5, 2023Deep Learning

Neural Networks from Scratch

Developed a neural network from scratch for multiclass classification using NumPy and Pandas. The neural network is a feed-forward neural network with 14 input nodes, 2 hidden layers with 100 nodes and 40 nodes, and 4 output nodes.

Aug 7, 2023Mobile Application

Aether

An interplanetary spaceflight booking application built using React Native during the Tech Triathlon competition hosted by Rootcode Labs. The competition had three stages: A designathon, hackathon and datathon.

Jul 28, 2023Programming Languages

RPAL Interpreter

A lexical analyzer and a parser built from scratch using C++ for the RPAL programming language. The interpreter can parse any RPAL program, generate the Abstract Syntax Tree, convert it into a Standardised Tree and evaluate it using the CSE machine.

Oct 2, 2023Analytics Dashboard

Kickstarter Technology Projects Dashboard

Kickstarter maintains a global crowdfunding platform focused on creativity. In this project we developed a dashboard based on Kickstarter projects under the “Technology” category for the years 2009 - 2016.

Feb 23, 2023Operating Systems

Pintos Operating System

Pintos is an 80×86 operating system framework with kernel threads, user program execution, and a file system. We expanded the thread system to study synchronization issues and added user program execution through system calls.

Feb 23, 2023Mobile Application

Wordle Clone

A clone of the popular web-based word game "Wordle" built using flutter. The source code can be compiled to run on Android/iOS devices, Web and Desktop.

Jan 28, 2023Web Application

Jupiter Human Resources Management System

Developed a comprehensive Human Resource Management System featuring Personal Information Management and Absence Management as part of the final project for CS3043: Database Systems at university.

Sep 19, 2022Reinforcement Learning

OpenAI Gym Taxi Analysis

An analysis to see how q-learning convergence in the "OpenAI Gym Taxi" environment is affected by parameters like learning rate and discount rate, as the agent's task is to efficiently transport passengers to their destinations.

Sep 19, 2022CLI Application

SMTP Email Client

A CLI application built in Java which is capable of sending emails in batches, as well as automatically send custom birthday wishes to friends and co-workers in contact list.

Aug 6, 2022FPGA Development

4-bit Nanoprocessor

A nano-processor which is capable of executing a given assembly language code. The nano-processor is equipped with a basic Add-Subtract unit which is capable of executing basic mathematical operations. This was implemented on Basys 3 and developed with Xilinx Vivado.