Projects
- Created an image translation model that converts satellite images to map images.
- Based on Pix2Pix GAN architecture using U-Net based generator and CNN discriminator.
- Trained and validated on about 2000 images.
- Implemented transformer architecture components including attention mechanism and positional encoding from scratch using PyTorch.
- Included both encoder and decoder parts.
- Employee attrition prediction model to identify attrition risk.
- Trained using K-Nearest Neighbors on imbalanced dataset (90% accuracy).
- Chatbot for querying GitHub files via GitHub API using "code-chunker".
- Stores embeddings in Chroma DB and uses Google Gemini to answer user queries.
Projects made using AI
Native PDF
2025
- A Completely client-side PDF tool website that help you Merge, Split, Rotate, Sign, Edit, Add Watermark, Crop Pdfs and convert pdf to Image and .docx file
- ALl files are processed directly in the browser. No Uploads, No Data Ever Leaves the Device.
Tyck
2025
- A Python package that wraps around Pydantic to simplify type validation.
- Supports both functional approach like ZOD Typescript and class-based approach like Pydantic.
- Installable via
pip install tyck.
Volunteering
JU Hacks
2023
Hackathon Event Management at College.
Communities
Active member of Coding Ninjas, Google Crowdsource.
Skills
- Languages: Python, Javascript
- Frameworks: PyTorch, NumPy, Pandas
- AI/Tools: Langchain, LangGraph, VS Code
- Web: Express.js, Next.js using AI
Work Experience
AI Inter at WebXpress AI
Aug - Nov
2025
Automated monitoring of delayed deliveries using n8n and LangGraph. Created interface for system interaction.
Education
JECRC University
Btech (Computer
Science)
2022 - Present
Central Academy
12th Board: 84.8%
(2022)
10th Board: 86.83%
(2020)