Contextual Advertising in Fashion Show Videos: displays product ads for clothing and apparel similar to what the actors or models are wearing on the screen..

Tags: Fashion, Retail, e-commerce, Smart-TV, Video Advertising

Player Face Recognition: displays player’s career profile or brief bio on close-up shots..

Tags: Sports Video Analytics, Face Recognition, Video Tagging

Traffic Analysis: counts the number of vehicles (trucks, buses, cars, bikes) on the street in the video feed collected from traffic cameras..

Tags: Smart Cities, Object Recognition, Traffic Control

Automated Number Plate Recognition (ANPR) in OpenCV

Real-Time Face Detection and Person Tracking in OpenCV


See Data Visualizations created in Tableau

Here is a sample Kibana dashboard to visualize crowd-funded projects on Kick Starter!

Screen Shot 2018-04-15 at 11.59.25 AM

—   WEB MINING   —

iPython Notebook to scrape online recipes from

Takes natural-language text query like “apple pie”, “carrot cake”, “mushroom soup” etc to search site, and extracts ingredients and cooking directions from the recipes retrieved by search results.

Web Information Extraction illustrated on Jennifer Aniston’s Wiki Page

Implements phrase and entity-relation extraction using both phrase-structure and dependency-parser output. Sample phrases include: “daughter-of greek-born actor John Aniston”, “won Prime Time Emmy Award”, “starred opposite Ben Affleck”..


Google Maps APIs include –

Distance.ipynb – computes the distance between two cities

Local-Attractions.ipynb – finds local attractions and points-of-interests in the given city

Search-Nearby.ipynb – searches nearby shops, restaurants, hotels..

Traveling Salesman Problem – illustrated on a list of European cities

Computes an optimal travel itinerary to minimize the total travel cost or distance using greedy algorithm and simulated annealing

—   DATA SETS   —

Bollywood Dataset – contains full biographies of over 200 famous Bollywood actors, singers and musicians from Wikipedia, plus, plot-summaries and Wiki-pages of over 400 Bollywood movies.

FRIENDS Dataset – contains scripts of all episodes of FRIENDS tv-show from Season 1 to 8.