ALIVE
Advanced interactive e-learning web platform which can change the way Online education work currently.
This will allow instructors to create mastery-learning based adaptive courses to teach any subject in a profound manner.
I am the tech lead and project-manager for this project and successfully developed backend and front-end
using Node, Java, React, Relay, AWS, Maongodb, Algolia-Search.
Lyearn
Lyearn is a learning management system for corporates where companies can create
courses to train their employees and track their progress.
I Designed and developed REST APIs for a learning management system
(LMS) using NodeJS, Python, Elasticsearch, AWS.Also I along with 2 more colleagues built company’s website using ReactJS .
Apart from this I was responsible for EC2 setup, automatic deployment, maintenance, code review, test driven developement etc.
Visit: Lyearn
CROWD POLITICS
A web product to bring more awareness in people about political issues and to help
identify fake news.
visit: Crowd-Politics
RESTAURANT DATA ANALYTICS
Used Yelp dataset to explore business trends, customer behavior and satisfaction in
Restaurant Industry using machine learning techniques like sentiment analysis and
Decision tree classification. Model achieved 78% accuracy.
Visit: Code
ONLINE MULTIPLAYER GAME ANALYTICS
Analyzed the data of battle-field-3 and found out different clusters of users having
similar traits and behavior which can later be used for better match-making or targeted
advertisements. Techniques: K-mean clustering, linear regression.
COMPARING DIFFERENT LINEAR REGRESSION MODELS
Compared different linear regression models’ performance for predicting rents of AirBNB properties.
Used different regression models such as OLS, lasso, ridge, elastic net, orthogonal mp,
adaboost with decision trees as base estimators and random forest fore rent prediction task.
CLUSTERING OF NEWS ARTICLES
Used bag of words model and min-hashing technique to convert articles into vectors and used
K-mean clustering to cluster them into 4 different groups of similar items.
Visit: git sample
TIME SERIES ANALYSIS OF THE MTA BUS DATA
Used NYC MTA buses' travel data to plot time series of their average speed (during every 10 minutes) over 3 months period
Used Box-Jenkins methodology to find the best ARIMA model for the time series in this dataset for.
Visit: git sample
Page Rank
Friend Recommendation
GAMES AT PLAYPOWER LABS
Math Planet App
Developed Fun math game curriculum for kids in grades 1 to 8 with free games for
fractions, addition, subtraction, multiplication, division, math facts and number sense.
Math Planet games have won many prestigious awards, including:
** National STEM Game Competition
** Educational App Grand Challenge
** New York City Department of Education "Gap App" competition
http://www.playpowergames.com/mathplanet
Kidbright
Developed the app consisting of small activities(games) which test and enhance 4 different
abilities of brain - memory, attention, speed and logic . Small activities are very engaging and effective for mental exercise.
Leaderboard adds sense competition and keeps player motivated to play and score as much as possible.
visit: Kidbright
Jellybeans
This Game Teaches children several math concepts like counting, numbersense, addition, subtraction, multiplication and division.
This game is also available on brainpop and everyday many children play it and learn something out of it .
https://www.brainpop.com/games/jellybean/
Magnitude Comparison
Developed this game on adobe flash as well as on starling framework.
This game teaches 3rd to 6th class students about comparison of integers,
fractions and decimals using pie-charts, rectangular-charts and number to number comparison.
Visit: Magnitude-Comparison
SmartCAT App
Developed 4 small 2D games for SmartCAT app project on unity(C#) .
SmartCAT stands for Smartphone-enabled Child Anxiety Treatment. This was the research project that Dr. Jennifer S Silk,
professor from university of Pittsburgh has been doing for few years now. I was the sole developer in this project.
SmartCAT is intended to augment cognitive behavioral therapy, or CBT (an effective treatment for child anxiety disorders).
For Demo visit using firefox or safari:
http://bit.ly/1MSU83F ,
http://bit.ly/1IlpC3I ,
http://bit.ly/1Tq8kDA ,
http://bit.ly/1QR63mD
Gift Delivery To Learn Counting
Developed the game using CreateJS javascript framework for RedBird Technology (a company).
This game teaches counting,addition and subtraction concepts in an innovative and engaging way.
The task is to deliver the gift to the correct house.
Player needs click on thecorrect house to deliver the gift. See the link below for the demo.
Visit: Gift-Delivery
Kitty Rescue To Learn Subtraction
This game teaches subtraction concept in a simple way. The task is to rescue a kitten who got stuck in a building.
Player needs to choose correct rope length to reach out to kitten. See the link below for the demo.
Visit: Kitty-Rescue
