Web projects

Visual Ease

Transform your study materials into easy-to-digest flashcards! Simply input any text, and our tool intelligently segments it into term-definition pairs, making studying more efficient and engaging. Designed for students, educators, and lifelong learners, VisualEase is here to revolutionize the way you retain information through visual learning.

Customer Churn Predictor

Take control of customer retention with our AI-powered Churn Predictor! By analyzing user behavior and engagement patterns, our tool identifies at-risk customers and provides actionable insights to keep them loyal. Perfect for subscription-based businesses, SaaS platforms, and e-commerce websites, Churn Predictor empowers you to boost retention rates and grow your business with data-driven precision.

Fraud Shield

Protect your business and customers with Fraud Shield, the ultimate AI-driven credit card fraud detection tool! By analyzing transaction patterns in real time, our system flags suspicious activity with pinpoint accuracy, helping you prevent fraud before it happens. Ideal for e-commerce platforms, financial institutions, and online marketplaces, Fraud Shield ensures secure transactions and builds trust with your customers.

NeuroDetect

NeuroDetect is an AI-powered brain tumor classification project designed to assist in early and accurate diagnosis. Using advanced machine learning algorithms, it analyzes medical imaging data to identify and categorize brain tumors with precision. This project aims to support healthcare professionals by providing actionable insights, enabling faster decision-making in clinical settings. NeuroDetect is a step toward leveraging AI for smarter, more efficient medical diagnostics.

Git PR Agent

Git PR Agent is a personal project aimed at streamlining the code review process for pull requests. By leveraging natural language processing and AI, the tool analyzes pull request descriptions and code changes to generate summaries, highlight potential issues, and suggest improvements. This project demonstrates my skills in software development, machine learning, and DevOps, showcasing my commitment to creating tools that enhance developer productivity and collaboration.

Git Repo Agent

Git Repo Agent is an AI-powered tool designed to simplify repository management and provide deep insights into codebases. By inputting a GitHub URL, the tool processes the repository, converting the code into Pinecone vectors to create a vectorized representation of the codebase. This enables users to query and explore repositories with ease, gaining valuable insights into their structure and functionality.

Investor Agent

Investor Agent is an AI-powered financial analysis tool designed to provide real-time stock insights and sentiment predictions. It integrates with Yahoo Finance, Alpha Vantage, and Pinecone to fetch stock data, analyze news sentiment, and generate investment recommendations. The tool leverages OpenAI models for natural language processing and Hugging Face embeddings for enhanced query accuracy, delivering clear and actionable financial insights.

AI Text Autocomplete

AI Text Autocomplete is a browser extension designed to enhance text input with predictive text suggestions. Built using Plasmo for Chrome extension integration and leveraging LLMs from Groq and Llama, it listens to user keystrokes, predicts the next words, and displays ghost text for auto-completion. The tool uses space as a trigger for context updates and integrates seamlessly with input fields, offering smooth and responsive text suggestions. Future improvements include multi-tab support and faster on-device text generation.

Pentagram

An AI-driven web tool that allows users to create customized images from text prompts. It features a content moderation system using Groq for safe image generation and supports various artistic styles, including realism, fantasy, animation, and abstract art. With a responsive dark mode interface and real-time image preview, it offers a seamless experience for generating and viewing AI-generated images.

Web Intelligence

Web Intelligence Agent is an AI-powered web tool designed to perform advanced web scraping, data extraction, and contextual analysis. It combines Groq LLMs, Puppeteer for dynamic content scraping, and Cheerio for parsing HTML, offering robust data collection and insight generation from user-provided URLs and Google search results. With an interactive chat interface and automated data processing, it delivers accurate and concise responses based on real-time web content.

LLM Evaluator

LLM Evaluator is an AI-powered benchmarking tool designed to evaluate language models (LLMs) efficiently and intuitively. It features a user-friendly web interface that generates test cases, compares model outputs using cosine similarity and LLM-based judgment, and visualizes the results. The tool supports multiple LLM providers, including Groq, Meta, Mistral, and Hugging Face, and stores benchmarking data in a Prisma database. Future enhancements include support for more providers, model types (e.g., text-to-speech, image models), and expanded testing parameters.

Hybrid Chat

Hybrid Chat is a server web application designed to facilitate real-time communication and collaboration. Built with a sleek, dark-themed UI, it supports creating channels, sending messages, sharing images, and generating invite links. The app also features direct messaging, channel management, and voice chat integration using Agora. The streamlined interface allows users to navigate between servers, friends, and channels seamlessly. Future improvements include enhancing voice chat stability and integrating more server management tools.

Market Anomaly Detector

Market Anomaly Detector is an AI-driven tool designed to detect anomalies in stock market data. Using machine learning techniques, it analyzes financial time series data to identify irregular market patterns, particularly during significant economic events (e.g., 2008 financial crisis). The project employs feature engineering, including rolling averages and PCA, to enhance model performance. Models like Gaussian, SVC, and XGBoost are utilized, achieving high recall and F1 scores. Future work includes API integration for live data and finalizing the web app using Streamlit.

Reel Winder

A React-based web application that features a structured layout for video content presentation. The interface consists of a left sidebar for navigation, a main content area displaying video cards, and a right sidebar for additional features or recommendations. Built using modular components like Sidebar, RightSidebar, and VideoCard, it ensures a dynamic and responsive user experience with seamless video browsing.