Experience

Researcher

Led and worked on the data mining, analysis, and visualization aspects of a collaborative project for Ontario Power Generation.
Developed algorithms to mine insights from approximately 14 million machine logs generated over 8 years by the systems.
Utilized data visualizations to identify failing components and analyze patterns in system failures.
Automated Blender simulations through a backend service, which processes user-uploaded log files to generate blueprint data for machine component movements.

Developed a chatbot for answering questions based on company documents and SOPs using Langchain.
Optimized data handling with document preprocessing and information extraction using vector databases.
Benchmarked and selected the best-performing LLM Model for chatbot efficiency.
Created a user-friendly interface using React.js and a backend service using Flask.

Developed and deployed scalable infrastructure using Flask and server-sided events, optimizing algorithms for processing REST API data from various crypto-exchanges.
Built a React.js web application to visualize real-time data from the Flask back-end server and implemented a secure authentication framework using IP address whitelisting and Telegram’s API for 2FA.
Continually adapted and enhanced the system by incorporating new features based on organizational needs.

Designed and developed a user-friendly website for the company using React.js and Django from scratch.
Designed and implemented a custom framework for the Contact Us component.
Developed a bespoke Admin panel and provided comprehensive training to the client, enabling them to effortlessly manage website updates autonomously