About

Hi, I am Jannat — a passionate software engineer currently pursuing my Master of Science in Computer Scienceat Virginia Commonwealth University. I specialize in backend development, algorithms, and machine learning. I have worked with modern tools like React, React Native, Node.js,Python, and NLP frameworks to build scalable, efficient, and user-centric applications.

Whether I am optimizing data pipelines or crafting intuitive UI, I love solving real-world problems through tech. When I am not coding, you will find me exploring new frameworks or chasing down bugs like its a competitive sport.

Experience

Research Assistant

Natural Language Processing Lab, Virginia Commonwealth University

Jan 2025 – Present

• Preprocessed 10,000+ biomedical abstracts using Python for clean, tokenized inputs, boosting model efficiency by 30%.
• Contributed to a relation extraction model using PyTorch, improving F1-score by 12% through architecture refinement and training.
• Used TorchMetrics to automate evaluation across 18 relation classes, reducing manual validation time by 50%.

Teaching Assistant

Virginia Commonwealth University

Sep 2024 – Dec 2024

• Mentored 20+ students weekly in C programming labs, guiding them in debugging, data structures, and algorithmic thinking.
• Supported 20+ first-year students in Engineering 101 with fundamentals in Arduino, circuit theory, and theremin projects.

Software Engineering Intern

Raceme Tenders LLP

Mar 2022 – Mar 2022

• Upgraded legacy PHP codebase for 5+ modules and successfully deployed to AWS via SSH, reducing server downtime by 20%.

Software Engineer Intern

Raceme Tenders LLP

Sep 2021 – Sep 2021

• Built an automated Python crawler with Selenium to extract 1000+ tenders from the Karnataka e-Procurement portal in collaboration with one teammate.

Tech Stack

Next.js

React.js

Node.js

Express.js

JavaScript

Tailwind CSS

HTML5

CSS3

PostgreSQL

MongoDB

Firebase

MySQL

Python

TensorFlow

PyTorch

Scikit-Learn

Hugging Face

Pandas

GitHub

Postman