SAUMYA GUPTA
Data Scientist
Bangalore
Summary
Data Scientist with 9+ years of experience across Manufacturing, BFSI, Retail and Technology sectors. Skilled in building scalable ML models for pricing, forecasting, anomaly detection and personalization. Proficient in managing the full data science lifecycle from problem formulation, data wrangling and modeling to deployment and stakeholder communication. Proficient in production-level machine learning using Azure, Databricks and Snowflake.
Overview
10
10
years of professional experience
Work History
Senior Data Scientist
Kimberly Clark
Bangalore
12.2022 - Current
- Built models to predict wet strength using real time streaming data. Integrated anomaly detection to enable automated, real time close loop control and maintain optimal process settings, reducing chemical waste.
- Developed SKU level pricing and sales prediction models for Amazon's e-commerce channel, incorporating competitor pricing to forecast PDP, revenue and profit for strategic decision making.
- Created a diaper size recommendation engine to reduce product returns and improve customer satisfaction.
- Automated safety stock input and output monitoring by generating dynamic error reports to identify data quality issues and enhance inventory planning accuracy.
- Facilitated requirement analysis, stakeholder communication and cross-functional collaboration for business solutioning and delivery.
Data Science Specialist
Larsen & Toubro Infotech
Bangalore
04.2021 - 12.2022
- ICICI- Worked on creating analytics pipelines on Azure and Building Customer Auto-Loan Propensity Model, Early Delinquency, Bounced Customer Model using Classification ML models.
- Requirement analysis and solutioning for new machine learning based projects.
Business Analyst
Fidelity Investments
Bangalore
01.2020 - 07.2020
- Working with senior stakeholders in understanding & identifying the business requirements in data analytics, developing futuristic ideas that would benefit the firm and implementation of AI Models/ algorithms/solutions to bring those ideas to life.
- Analyze structured and unstructured data using data mining/statistical/machine learning tools using Python.
Data Analyst
Cognizant
Hyderabad
09.2016 - 03.2019
- Google – Worked to improve the search algorithm and Recommender System of Google search engine through Data Mining, Building Predictive & Classification ML models, NLP and Sentiment Analysis using Python.
- Determined new ways to improve data and search quality and predictive capabilities.
Data Analyst
Adathon Advertising & PR
Hyderabad
04.2015 - 09.2016
- Analyzed and optimized paid search campaigns using statistical techniques to improve Quality Score.
- Built regression models to identify relationships between cost-per-click and conversations.
Digital Marketing Associate
Price Check India
Bangalore
12.2013 - 11.2014
- Leading Business development and Managing affiliate relationships with leading eCommerce stores.
- Designing creatives for emails and promotional activities.
Education
Bachelor of Technology - Biotechnology
Dr DY Patil University
Pune, Maharashtra, India01.2013
Skills
- Programming Language: Python-Machine Learning, Basic SQL
- Python Libraries: Pandas, NumPy, Scikit-learn
- ML Models: Classification, Regression, Forecasting, Time Series, Boosting models, Clustering, Hyperparameter Optimization, Statistical data analysis
- Cloud Platform: Azure ML, Databricks, Snowflake
- Soft skills: Requirement Analysis, Business Communication, Stakeholder Management
Timeline
Senior Data Scientist
Kimberly Clark
12.2022 - Current
Data Science Specialist
Larsen & Toubro Infotech
04.2021 - 12.2022
Business Analyst
Fidelity Investments
01.2020 - 07.2020
Data Analyst
Cognizant
09.2016 - 03.2019
Data Analyst
Adathon Advertising & PR
04.2015 - 09.2016
Digital Marketing Associate
Price Check India
12.2013 - 11.2014
Bachelor of Technology - Biotechnology
Dr DY Patil University
Similar Profiles
Ila MathiIla Mathi
APAC Head of Brand Experience & Digital Business- Media, Performance Marketing & Social Commerce(B2B2C) for IFP Business (Family Care & Professional Care) at Kimberly ClarkAPAC Head of Brand Experience & Digital Business- Media, Performance Marketing & Social Commerce(B2B2C) for IFP Business (Family Care & Professional Care) at Kimberly Clark
Samara StockwellSamara Stockwell
Crew Leader Relief at Kimberly ClarkCrew Leader Relief at Kimberly Clark
David CastroDavid Castro
Sr Cybersecurity Threat Detection & Response at Kimberly ClarkSr Cybersecurity Threat Detection & Response at Kimberly Clark
Brian WallenBrian Wallen
Machine Operator at Kimberly ClarkMachine Operator at Kimberly Clark
Muskan JainMuskan Jain
Associate – Bid Management at Subex Ltd.Associate – Bid Management at Subex Ltd.