Abhay Singh
Noida
Summary
Results oriented executive with 13+ years of data science and analytics experience within technology, healthcare and lending domain. Experienced in leading large data science teams to meet business goals and product development using very large datasets
Overview
13
13
years of professional experience
Work History
Senior Manager, Data Science
Biz2Credit
Noida
04.2022 - Current
- Managed a team of 10+ data scientists by providing guidance, setting goals and objectives, delegating tasks, and monitoring performance.
- Collaborated with senior business partners – internal and external to maintain and enhance product economics by managing credit risk, pricing and acquisition costs.
- Lowered credit losses by ~30% while improving efficiency of credit decisions. Achieved by implementation of new and advanced credit risk models
Manager, Data Science
Biz2Credit
Noida
04.2021 - 04.2022
- Hired a new team of 10+ data scientists of varying experience from IITs, BITS and NSUT
- Developed a product that generates cash flow from bank statements using NLP models. Implemented the product in multiple geographies.
- Contributed to ~15% higher revenue by developing machine learning models for marketing and portfolio risk
Data Scientist
GoodRx
Santa Monica
02.2019 - 04.2020
- Designed a classification algorithm to predict an NDC(drug) at a pharmacy based on past purchases. The model is estimated to bring more than $1M
- Led the development of a model to improve the response rate of direct mail leads by more than 100%
- Built a model used to personalize drugs shown on home page that increased the customer response rate by 14%
Manager, Data Science
Mylan
Canonsburg
03.2018 - 02.2019
- Spearheaded the development of a linear optimization algorithm that saved more than $12M. The model reallocated volume from capacity constrained suppliers to markets thus maximizing sales in higher margin markets
- Managed a Carnegie Mellon capstone project using text analytics to review contracts at once extracting specific language. This streamlined legal review and saved hours of legal experts’ time
- Led and designed a media project pipeline to automatically gather daily relevant news articles and their content, perform sentiment analysis, retrieve key phrases and visualize the news for executives
Lead Data Scientist
Mylan
Canonsburg
04.2015 - 03.2018
- Enabled the business, with a regression algorithm, to proactively identify customers/ products with high probability of products returned. Also, provided insights to business based on clustering model, which led to policy changes. This assisted in saving upwards of $2M
- Equipped the product development team with a cleaner and simpler tool, which used clustering of documents, to analyze Clinical trials and PubMed articles for relevant drug molecules
- Built a recommender system for a Beta app to help customers at a restaurant identify non – allergen menu items
Analyst
Tata Consultancy Services
Mumbai
12.2010 - 04.2014
- Worked on fraud detection system for Bank of America
- Performed data analysis for decision making processes through effective database querying and management.
Education
Master of Science - Information Systems And Management
Carnegie Mellon University
Pittsburgh05-2015
B.Tech - Computer Science
Jaypee Institute of Information Technology
Noida06-2010
Skills
- Machine Learning
- Deep Neural networks
- Data Mining
- Model Development
- Process Improvement
- AWS
- Azure
- PySpark
- RedShift
- Risk management
- Project management
- BI Dashboards
Timeline
Senior Manager, Data Science
Biz2Credit
04.2022 - Current
Manager, Data Science
Biz2Credit
04.2021 - 04.2022
Data Scientist
GoodRx
02.2019 - 04.2020
Manager, Data Science
Mylan
03.2018 - 02.2019
Lead Data Scientist
Mylan
04.2015 - 03.2018
Analyst
Tata Consultancy Services
12.2010 - 04.2014
Master of Science - Information Systems And Management
Carnegie Mellon University
B.Tech - Computer Science
Jaypee Institute of Information Technology
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