Hi there, I'm a final year CSE student specializing in AI/ML, thriving on solving real-world challenges with data-driven solutions.
This site is a reflection of my journey - what I've learned, built, and continue to explore.
I'm currently exploring:
- Transformers
- Deep Learning
- Natural Language Processing
- Computer Vision
I focus on creating more efficient and accurate models. You can checkout few of the latest projects that I have worked on!
While at it, I am also starting with the grind of DSA, aptitude and other core subjects for placements!
I am available for work!
In my spare time, I enjoy listening to music, reading books, watching movies, or working on personal projects and research.
Here are some of my notable projects:
- Deeptalks: It is a LoRA adapter for Microsoft's phi-2 that helps in context-aware conversations, trained on 50K+ conversations of HuggingFace's HyperThink dataset. It is available on HuggingFace (getting over 100+ downloads). | HuggingFace
- PricePulse: It is a web app that predicts nifty 50 stock prices using LSTM algorithm. It is an upgraded version of my previous Random Forest based model. GitHub | Demo
- NavAI-Guard: It is a web app that detects anomalous maritime vessel behavior from AIS (Automatic Identification System) data using autoencoders. GitHub | Demo
- Prompt2Frame: It is an AI-powered animation generation platform that transforms natural language prompts into mathematical animations using the Manim library. The backend is a production-ready FastAPI service that orchestrates a complex pipeline of prompt expansion, code generation, and video rendering. GitHub
Here are some of my other projects and tools:
- Decodex: It is a transformer based decoder built from scratch. After learning the basics of attention is all you need research paper, I built this decoder to understand the inner workings of transformers. GitHub
- RAG-Pathway: It is a part of a RAG-Document Summarizer project. This pipeline ingests PDF/txt files, extracts the text, then embeds it using Pathway's Framework and uses its llm to generate a summary or to answer questions. GitHub
- Data Analytics Portal: It is a web app that helps in analyzing and visualizing any CSV or Excel file. It is built using Streamlit and Python. GitHub • Demo
- Data Analysis of Nifty 50 Dataset: It was an internship project under Academy of Skill Development, where our team analyzed the Nifty 50 dataset of 2023-2024 and provided insights on the market trends, volatility patterns, and statistical insights to empower traders, analysts, and enthusiasts with actionable intelligence. GitHub
If you'd like to connect, you can find me here: