AI-driven Exploration of Patient Characteristics in Clinical Trials

August 2023

Python 3
Selenium
BeautifulSoup4
OpenAI Chat Completion API
Scraped the clinicaltrials.gov website, and implemented prompt engineering on OpenAI's GPT-3.5 Turbo via Chat Completion API to identify inclusion and exclusion criteria to assess patient representativeness and safety measures

A Review on In-Memory Caching Systems: Scalability, Efficiency and Optimizations

May 2023

Exploring Segcache and related in-memory caching systems, focusing on scalability, efficiency, and optimizations in key-value stores like Memcached and Redis

The Evolution of Operating Systems: A Comprehensive Review of 19 Milestone Papers

March 2023

Studied OS design, system calls, schedulers, concurrency, memory allocation, file systems, virtualization, and testing

Turning Labels into Images: A Pix2Pix Based Facade Generator

December 2022

Python 3
OpenCV
PyTorch
Implemented the pix2pix GAN model for image-to-image translation, training with L1 and L1 + cGAN loss, along with spectral normalization for stabilization and performance improvement

TelePhysio: Telemedicine Platform for Remote Physical Therapy

October 2022

Java
Spring Framework
Docker
Minikube
MySQL
WebRTC
Developed a Java-based telemedicine application for remote physical therapy, containerized with Docker and managed on AWS using EC2 instances for hosting, along with RDS for database services

Pcapture: PCAP Analysis Tool for TCP and HTTP Flows in Networking

September 2022

Python 3
dpkt library
Built a tool for analyzing and assessing the attributes of the TCP & HTTP protocols from PCAP files using the dpkt library

DomainHunter: DNS/DNSSEC resolver

September 2022

Python 3
dnsPython library
Developed a DNS resolver from scratch with support for DNSSEC to strengthen the authentication based on public key cryptography using the dnsPython 3 library, along with an in-built dig tool

Visualization of Net Benefit CDF vs Cost of Reinsurance

February 2022

HTML
CSS
JavaScript
JSP
Java
PHP
MySQL
Built interactive visualization using Chart.js for users to gain financial insights with PHP and MySQL for data retrieval

EduStack: A Smart e-Learning Platform

March 2021

Python 3
Django
Django REST framework
JavaScript
Node.js
React
MySQL
Engineered a Python 3 full-stack web application, facilitating community-based education exchange via REST APIs

Vision and Language Navigation using Minimal Voice Instructions

March 2021

C++
Python 3
JavaScript
HTML
Google Cloud Platform
Shell
Designed a navigation algorithm using YOLOv3 and a graph-based path planning module for the traversal of a virtual agent in a 3D space using the Matterport API

Customized Data Acquisition System for an All-terrain Vehicle

August 2019

C++
React.js
Python 3
Implemented a customized data acquisition system with multiple electric sensors, developed Arduino firmware for signal processing and Zigbee wireless transmission, and created a React.js web-based dashboard for real-time data visualization and analytics validation