Shrirang Mahajan's repositories
QuillGPT
QuillGPT is an implementation of the GPT decoder block based on the architecture from Attention is All You Need paper by Vaswani et. al. in PyTorch. Additionally, this repository contains two pre-trained models — Shakespearean GPT and Harpoon GPT, a Streamlit Playground, Containerized FastAPI Microservice, training - inference scripts & notebooks.
SPPU-Computer-2019-Practicals
All practicals I performed in Computer Engineering at SPPU
django-channels-chatting-app
Real time chatting application implemented using Django Channels
Indian-Sign-Language-Classification-using-Transfer-Learning
Indian Sign Language A-Z alphabets classification with Custom CNN and Resnet50
Machine-Learning-from-Scratch
ML / DL Algorithms implemented from scratch. Developed with only numpy as dependency. Machine Learning Algorithms such as Support Vector Machine, Linear Regression, Artificial Neural Networks and other data transformation algorithms are implemented. Project is released as a python package and can be download from Python Package Installer.
GAN-for-Handwritten-Digits
Generative Adversarial Networks for generating handwritten digits. Model trained on handwritten digit dataset using TensorFlow for 10000 epochs.
Lyrics-Analysis-and-Music-Recommendation-with-Pair-Similarities
Song recommendation system for film makers and music makers. Developed using Term Frequency - Inverse Document Frequency to vectorize lyrics of song and then cosine similarity to calculate similarity between the songs. This system recommends songs with similar lyrics.
NotShrirang
I am Shrirang Mahajan!
blockchain-implementation-from-scratch-backend
Blockchain working simulated using Python
Data-Extractor-App
This Python script is designed to extract structured data from PDF files containing information such as Company Identification Number (CIN), email addresses, PAN (Permanent Account Number), phone numbers, dates, and websites. The script utilizes the PyPDF2 library for PDF processing and multiprocessing for efficient extraction from multiple PDFs.
flutter-app-template
A template for jump starting your flutter project
README-Generator
Generates READMEs with a little help of GPT-3
Spam-Filter-using-ALBERT
This project aims to build a spam filter using a fine-tuned ALBERT (A Lite BERT) Transformer model. The ALBERT model, pre-trained on a large corpus of text, is fine-tuned on a spam detection dataset to create an efficient and accurate spam filter.
M2ConneX
M2ConneX is an all-encompassing platform specifically crafted for MMCOE alumni, enabling seamless communication, networking, and collaboration. It provides tailored recommendations for connections, posts, and job opportunities based on each user's unique skills and experience.
Sonnet
A chatbot that suggests songs based on the text you enter, using advanced lyrics analysis to match your words with the perfect tunes.
Article-Reader-App
This Python script is designed to extract structured data from various news articles. It utilizes web scraping techniques to extract information such as article titles and bodies from different news websites. The script supports multiple websites, and you can easily extend it to include more by adding functions for each website.
blockchain-implementation-from-scratch-frontend
Blockchain working demonstrated from scratch
Budget-Project-Automated-Testing-App
Automated Testing using Selenium
budget-project-frontend
Frontend for Budget Project
DevFinder-App
Same DevFinder, different platform.
M2ConneX-frontend
Frontend for M2ConneX is an all-encompassing platform specifically crafted for MMCOE alumni, enabling seamless communication, networking, and collaboration. It provides tailored recommendations for connections, posts, and job opportunities based on each user's unique skills and experience.
News-Web-Scraper
This Python script is designed to scrape news data from Google, Yahoo, and Bing search engines for a list of companies. The scraped data is then saved into a CSV file.
optim
A repo that contains source code for my blog "Deep Learning Optimizers: A Comprehensive Guide for Beginners (2024)": https://medium.com/@shrirangmahajan123/optimizers-a-simple-beginners-guide-8ab6942880dd
parkvision-frontend
Frontend for the dashboard which will display parking statistics and vehicle information predictions
RapidCommerce
Backend in built at a hackathon in less than 4 hrs, offline, without referencing anything. After I learnt ExpressJS less than 24 hrs ago for the first time.
Submission-App
A simple Hackathon hosting web application