Divya Singh
Data Scientist
Bhopal
Summary
Passionate Data Scientist with hands-on experience of developing Machine Learning models. Have the ability to understand business, solve problems and describe solutions by Storytelling. Skilled in Python, Machine Learning, NLP and Statistics. Proficient in collaborating with the client and the team to achieve the desired results.
Overview
7
7
years of professional experience
5
5
years of post-secondary education
Work History
ML Engineer
Bitwise
PUNE
04.2020 - 03.2023
- Analyzed large datasets to identify trends and patterns in customer behaviors.
- Compiled, cleaned and manipulated data for proper handling.
- Devised and deployed predictive models using machine learning algorithms to drive business decisions.
- Created ML pipeline on Amazon Sagemaker to perform sentiment analysis for a global dining company to monitor sentiment in customers feedbacks and understand customers needs.
- Created ML model for a client to detect abnormalities in the source data so as to maintain data quality in the database.
Data Engineer (Abinitio Developer)
Bitwise
PUNE
11.2018 - 03.2020
- Designed, developed, implemented, and evaluated Ab Initio ETL graphs based on the client’s requirements.
- Developed shell scripts for graph execution, automation of jobs etc.
Data Engineer (Informatica Developer)
Cognizant
CHENNAI
01.2016 - 10.2017
- Migrated data from separate databases to a single database (MySQL) using the Informatica tool for a healthcare client.
- Worked as an ETL developer for an insurance company to maintain their database and also worked on various enhancement requests to update the existing mappings in Informatica so as to reduce the time for performing ETL operations.
Education
PG Diploma - DATA SCIENCE (NLP)
IIIT BANGALORE
UPGRAD 09.2021 - 12.2022
BE - COMPUTER SCIENCE
L.N.C.T.S
BHOPAL 07.2011 - 05.2015
Skills
Python, Pandas, Numpy, SQL
Data Visualization
Predictive Analysis
Machine Learning Algorithms
NLP
Statistical Modelling
AWS Sagemaker, GCP
Model Deployment
Timeline
PG Diploma - DATA SCIENCE (NLP)
IIIT BANGALORE
09.2021 - 12.2022
ML Engineer
Bitwise
04.2020 - 03.2023
Data Engineer (Abinitio Developer)
Bitwise
11.2018 - 03.2020
Data Engineer (Informatica Developer)
Cognizant
01.2016 - 10.2017
BE - COMPUTER SCIENCE
L.N.C.T.S
07.2011 - 05.2015