Projects
DEEPFAKE DETECTION
Developed a deepfake detection model that aims to detect manipulated images and videos using ML algorithms. Used image processing techniques to analyze emotions of a forged image and detect anomalies in the input data.
FLIGHT
An E2E application for booking flights. Users can search for and compare flights from different airlines, view available seat options and pricing, and book their flights using Flask, Jinja and MySQL as the backend technologies.
WEATHER DASHBOARD
Website that allows users to search for a city to get current weather and 5 day forecast. Cities that users previously looked up will be saved in their local storage. Retrieved and forecasted the integrated AQI index using web scraping and ML basic techniques.
HOUSE RENT PREDICTION
Used information about 4700+ Houses / Flats available for rent with different parameters. Basing these indicators, predicted house rent values using ML algorithms.
MEETUP (SOCIAL NETWORKING PLATFORM)
Developed a social networking platform that utilizes GNN algorithms such as Graph Neural Networks (GNN) including GCN, Graph SAGE, and GAT for advanced link prediction and leveraged SOTA recommendation systems.
MICROSOFT COUPON CLONE + ECOMMERCE PRICE TRACKER
Scrape prices and coupons on specific products across different websites and alert when there’s a good deal. Tracks prices across temporal intervals, allowing users to analyse price fluctuations over time and identify optimal buying windows.
CHAT SERVICE USING MQTT
Built a basic publisher-subscriber model using MQTT as a broker in Python
RECOMMENDATION SYSTEM FOR OTT
Intelligent application that suggests personalized movie recommendations to users based on their history, ratings & preferences. Uses various ML algorithms & recommendation systems to provide users with a curated list of content they are likely to enjoy
LICENSE PLATE RECOGNITION
E2E parking system without payment booths which optimizes smooth entry/exit, ensuring precise time tracking, enabling hassle-free and user friendly online billing for an effortless and efficient parking system.
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