Anupama

PROFESSIONAL EXPERIENCE i.

Data Scientist II Dec 2022 –Present TVS MOTOR COMPANY Bengaluru, Karnataka, India Key Work: Predictive Analytics, Machine Learning, EDA, Geo-Spatial Analysis, Data Cost Optimisation, Feature Engineering, Dashboards. Achievement: Optimised the cost of the POC by 86% (saving 2.44 crores INR), processing 7 million data.

● Built Predictive Analysis regression models for various battery use cases of Electric Vehicles using Machine Learning models with a test accuracy of 91%.

● Individual Contributor and developed successful Proof of Concepts (POC) and Collaborated with cross functional teams to streamline data workflows.

● Pioneered Zero-cost Geo-location fencing solutions for speed alerts by deriving actionable insights from massive scraped and interpolated data.

● Scraped Geo-location data for a Tier 1 City using APIs, Processed the Big-data, Performed Feature Engineering, and utilised Tableau to build a Dashboard.

● Performed A/B testing and Observed an 17% increase in accuracy metrics. Generalised conclusions about population data using sample inference.

● Worked on Data Science and Statistical modelling projects in an agile framework (Jira), version controlling tools (Git, BitBucket), documentation (Confluence).

● Tech: Python, SQL, Pandas, Open Location Code, Machine learning, Feature Engineering, Performance Metrics, Feature Selection, Data Interpolation.