Abhay Pai

Abschluss: Master, OvGU Magdeburg

Magdeburg, Germany


Data Science
Data Stream Mining
Machine learning
Computer vision
Deep learning
Artificial intelligence
Neural Networks
Data Privacy
Data Privacy Protection
Natural Language Processing (NLP)
Python Programmierung
Data Visualization
Data Analysis
Data mining
Machine Learning
Deep Learning


Professional experience for Abhay Pai

  • 6 months, Sep 2019 - Feb 2020

    Data Scientist (Work Student)

    Daimler AG

    Researched and implemented synthetic data generation techniques with privacy guarantees using TensorFlow's privacy framework as a part of my Master's Thesis in collaboration with Otto-von-Guericke University. The primary focus was to embed recently set differential privacy norm for training deep learning and machine learning model to generate artificial data that would effectively protect the users (or customers) sensitive information

  • 4 months, Aug 2019 - Nov 2019

    Data Science Intern (Remote Internship)

    Construct Digital Pvt. Ltd, CT Hub 2, Singapore

    Implemented emotion identification from advertising videos and further analyzed for digital marketing Contributed to extend and modify the existing script to identify logos from advertising videos Researched for implementing optical character recognition for extracting vehicle tires information (including DOT code) and documented challenges along with a specific approach to achieve the goal successfully

  • 7 months, May 2018 - Nov 2018

    Data Analyst Intern

    Mercedes Benz Financial Services Pvt. Ltd, Tokyo, Japan

    Implemented a basic recommendation engine in python using customer data that can be used for purchase related suggestions to customers Analyzed customers demographic data for categorizing them into multiple groups using machine learning. This information is then used by marketing and sales department Contributed to build a model for forecasting in-and-out payment cash flow within the Finance Team. Generated Tableau dashboards for monitoring different financial motives

  • 1 year and 3 months, Jul 2015 - Sep 2016

    Senior Software Engineer

    Capgemini Pvt. Ltd., Mumbai, India

    Review test case deliverable created by team members Designed testing suite for specified functionalities Generated defect reports and co-ordinated within the development and testing teams to ensure timely action

  • 1 year and 6 months, Jan 2014 - Jun 2015

    Software Engineer

    Capgemini Pvt. Ltd., Mumbai, India

    Performed in-depth testing for critical document processing system to ensure high quality performance in production Participate in productive improvement initiatives within the team Contributed to an in-house test developed automation tool

Educational background for Abhay Pai

  • 3 years and 9 months, Oct 2016 - Jun 2020

    Data and Knowledge Engineering

    OvGU Magdeburg

    Master Thesis: 'Synthetic data generation with privacy' Team Project 1: Implementation of differential privacy in K-Nearest Neighbors method for Sequential Data Team Project 2: Web Crawling, Indexing and Image Retrieval using Lucene


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