Upmanyu Singh
Data Scientist
Washington DC,India
Summary
Well-qualified Data Scientist experienced working with vast data sets to break down information, gather relevant points and solve advanced business problems. Skilled in predictive modeling, data mining and hypothetical testing. Offering 4 years of experience in improving business operations.
Overview
4
4
years of professional experience
4
4
years of post-secondary education
4
4
Certifications
Work History
Contractual Consultant - Data Science
Decimal Point Analytics
Mumbai, Maharashtra
05.2022 - 08.2022
- Performed revamping of the Data manipulation and computation process from ETL (Extract, Transform and Load) to Python.
- Set up SQL database on cloud servers to store client data for query analysis.
- Decrease the time it took to process and upload data into the Snowflake database from 24 hours to 10 minutes, saving time in business operations.
- Saved 23 hours by implementing time-saving process that addressed long-standing problems
Senior Business Analyst
Zenon
Delhi, India
03.2021 - 01.2022
- Optimized Co-brand Credit Line Increase Impact for a Fortune 500 provider of Marketing and Loyalty solutions. It resulted in an anticipated $20 Million+ annual run-rate revenue impact
Senior Data Scientist
Decimal Point Analytics Pvt. Ltd
Mumbai, India
12.2018 - 03.2021
- Developed, designed, automated, and maintained a sentiment analysis model to recommend news articles affecting business operations across several domains, saving a minimum of 60 person-hours/month
- Developed and automated Credit Quality generation model that fetches the U.S Securities and Exchange Commission(SEC) filings for the day. Model is built on Deep Neural Network written in Keras/Tensorflow
- Developed an application using the blend of Black- litterman model and Constant Proportion Portfolio Insurance (CPPI) to generate portfolios for a given systematic investment plan (SIP)
- Developed a predictive model using Machine Learning that standardized the security information coming from different sources and extracting information from the string, saving a minimum of 45 days of manual work, and a decrease in manpower from 10 people to 3 people(Just for Quality Check).
Junior Data Scientist
Discovery Info Labs Pvt. Ltd
Bangalore, India
05.2018 - 11.2018
- Created a model to predict the label(s) of question which is posted in Question/Answer Forum in App.
Education
Master of Science - Data Science
The George Washington University
Washington, DC 08.2022 - Current
Bachelor of Technology - Electrical Engineering
IIT(ISM)
Dhanbad 06.2013 - 05.2017
Skills
Python
Microsoft Excel
Microsoft powerpoint
MySQL
C
Data Science
Natural Language Processing
Data analysis and modeling
Accomplishments
Qualified for ACM-ICPC (2015) Regional, World biggest collegiate programming contest
Certification
Advanced Portfolio Construction and Analysis with Python
Timeline
Master of Science - Data Science
The George Washington University
08.2022 - Current
Contractual Consultant - Data Science
Decimal Point Analytics
05.2022 - 08.2022
Senior Business Analyst
Zenon
03.2021 - 01.2022
Advanced Portfolio Construction and Analysis with Python
09-2020
Introduction to Portfolio Construction and Analysis with Python
08-2020
Neural Networks and Deep Learning
05-2020
Senior Data Scientist
Decimal Point Analytics Pvt. Ltd
12.2018 - 03.2021
Junior Data Scientist
Discovery Info Labs Pvt. Ltd
05.2018 - 11.2018
Machine Learning Foundations: A Case Study Approach
11-2017
Bachelor of Technology - Electrical Engineering
IIT(ISM)
06.2013 - 05.2017