Vidya Pentapati

Data Engineer

Vizianagaram, Andhra Pradesh, India2 yrs 8 mos experience

Key Highlights

  • Developed a high-accuracy ML framework for groundwater risk assessment.
  • Strong foundation in data analysis and machine learning methodologies.
  • Experience in frontend development and user-centered design.
Stackforce AI infers this person is a skilled data analyst and machine learning developer in the environmental science sector.

Contact

LinkedIn

Skills

Core Skills

Machine LearningData Analysis

Other Skills

Adobe IllustratorArcMapCommunicationCommunity OutreachCredit Card AnalyticsData AnalyticsData QualityData VisualizationDiabetes ManagementFigma (Software)Graphic DesignHypothesis TestingMarket ResearchProgram ManagementPython

Experience

Earth sciences, iit roorkee

Research Project

Jan 2025 – May 2025 · 4 mos · Roorkee, Uttarakhand, India · On-site

  • Developed a hybrid ML framework (CNN + Random Forest + Whale Optimization) integrated with a modified DPASTIC-LU vulnerability model in Python and ArcGIS 10.8, validated via TDS/nitrate analysis and VES surveys, achieving R² = 0.946 and pinpointing 66.95% high-risk coastal groundwater zones.
Machine LearningArcMapData AnalysisData Quality

Department of design, iit roorkee

Frontend Web Developer

May 2024 – Jul 2024 · 2 mos · Roorkee, Uttarakhand, India · On-site

Doms, iit roorkee

Market Research Analyst

Mar 2024 – May 2024 · 2 mos · Roorkee, Uttarakhand, India · On-site

Institute alumni relations cell, iit-roorkee

Member

Apr 2023 – Apr 2025 · 2 yrs · Roorkee, Uttarakhand, India · On-site

Nss iit roorkee

Volunteer

Dec 2020 – Jul 2021 · 7 mos · Roorkee, Uttarakhand, India · On-site

Education

Indian Institute of Technology, Roorkee

Integrated M.Tech — Geological/Geophysical Engineering

Jan 2020 – Jan 2025

FIITJEE

Intermediate (Class XII)

Jan 2019 – Jan 2019

The Sun School (AP SSC)

Jan 2017 – Jan 2017

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