WarcParser - Dataset Curation Source

Sep 2022 • 12 min • LLMs

Python system to download WARC files 5x faster (20 mins to 5 mins) using asyncio and enabled scalable multimodal dataset creation from records via concurrent multithreaded processing.

Vyakaran - Grammarly Clone for Hindi Source

May 2021 • 30 min • Natural Language Processing

An end-to-end grammar-checking application for the Hindi language using the Encoder Decoder Transformer model to identify errors (67% accuracy), React front-end with editing capabilities expanding language technology access for 600M+ native speakers.

Bokehlicious - Portrait Mode Effect Source

Dec 2022 • 12 min • Computer Vision

A deep learning method for creating shallow depth of field in images with an accuracy of 0.993 deploying U-Net architecture and image-processing techniques on the NYU dataset.

FXSimplified - Foreign Currency Exchange Simplified Source

Dec 2020 • 12 min • Time Series

A forex aggregator which combines data from various sources and presents the trends in the market for 1100+ currencies, while also providing predictions for the next day with the functionality to view and download the live and historical dates.

Credit Card Fraud Detection Source

May 2022 • 10 min • Machine Learning

I analyzed various machine learning models in our credit card fraud detection project, employing techniques like undersampling, oversampling, SMOTE, and class weighting to address class imbalance and improve fraud detection accuracy.

Twitter Bot Detection Source

May 2022 • 10 min • Sentiment Analysis

I've employed a range of machine learning models like logistic regression, SVM, decision trees, random forest, ANN, and Gaussian Naive Bayes for accurate identification and classification of Twitter bots, by discerning human users from bots based on account behavior, engagement, and content analysis.

Restaurant Feedback Calssification Source

May 2021 • 7 min • Sentiment Analysis

I've worked on a restaurant feedback classification project using NLP techniques to categorize feedback as good or bad. Employing classification algorithms, I uncovered valuable insights for restaurants to enhance customer satisfaction and dining experience.

Web Scraping Source

May 2023 • 12 min • Sentiment Analysis

I've executed diverse webscraping projects encompassing platforms like Zomato, Swiggy, Oyo Rooms, Campus Labs, and Sneakers, utilizing a range of tools such as Python, Selenium, BeautifulSoup, Requests, Urllib, Scrapy, and WebScraper.

Skypey - React Redux Chat Application Source

May 2020 • 10 min • React-Redux

I created Skypey (frontend only), a cutting-edge chat application inspired by Skype, leveraging the Redux-React framework.

Medicheck - Medical Healthcare System Source

May 2020 • 10 min • Electron.js

The Electron-based Medical Healthcare System utilizes APIs to allow users to input their symptoms and receive corresponding diagnoses. I leverage this simple yet effective approach to enhance the diagnostic process, providing users with valuable insights based on their symptoms.