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Anupama

Data Scientist
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Location Bangalore
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Member since30+ Days ago
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Candidate Information
  • User Experience
    Experience 2 Year
  • Cost
    Hourly Rate$5
  • availability
    AvailabilityImmediate
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    Work FromAny
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    CategoryInformation Technology & Services
  • back in time
    Last Active OnJuly 17, 2024
Key Skills
PythonTensorflowData Analysisdata modelingPytorchData Extraction
Summary

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. 

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