Technical leader with 10 years of hands-on experience in data science,big data and enterprise systems. Experience in leading data science teams , architecting and developing scalable products .
Tavant Technology
full-time
Undertone Data Management System: Used Hadoop API to process big data for ELT
jobs on AWS, to extract information in order to predict and maximise the success
rate of advertising contracts.
● Sega Corporation: Analysed various SEGA games' usage data to gain information on
users’ behaviour, in order to provide SEGA a better understanding of their games
and prediction of the popularity of various stages of the game.
Media Iq Digital
full-time
Computational Advertising: Developed machine learning algorithms for various
computational advertising tasks on huge volume of data (Terabyte as atomic unit)
with 25% improvment in accuracy compared to sales team prediction.
● Enhancement of existing Click-through Rate Prediction System by applying
regression model, spline techniques, random forest and tree based models.
● Miq Cloud Optimisation: Optimisation of various Big Data pipelines by implementing
various Mining Massive Data Algorithms, which in turn results in saving a lot of
computational time, cost in millions and faster execution.
Times Internet
full-time
Real Time System for Times Video Platform: Developed real time system for MX
Player app to get user’s statistics, app statistics to understand web traffic and further
improve content delivery and recommendation engine for the app.
● Develop and refine algorithms for topic extraction, trend detection and relevance
ranking for Trends ranging data volume in petabytes
Quadrical
full-time
Building quadrical AI engine for structured data for classification problem in
ecommerce industry.
● Developed end to end scoring pipeline for best model export in order to predict RTO
order
● Handled data upto billion transaction to support on quadrical engine by developing
framework - End to end pipeline for model parallelism and data parallelism using
multi GPUs .
gokwik
full-time
developed a platform for global model for all merchant and architect their
deployment
● full ownership to successfully onboarding biggest merchant snapdeal to gokwik
platform to predict better rto than existing model .