Summary
Overview
Work History
Education
Skills
Certification
Tools And Technology
National Awards
Research work
Timeline
Generic
Dr. Vanita S. Lingayat

Dr. Vanita S. Lingayat

Professor and Head department of Statistics
Pune

Summary

I am a statistician with strong expertise in Python and machine learning. My skills include data analysis, predictive modeling, and statistical research. I specialize in applying quantitative methods to real-world problems across domains. Experienced in tools like pandas, scikit-learn, NumPy, and matplotlib. Passionate about turning data into actionable insights for informed decision-making.

Innovative Assistant Professor bringing proven success in implementing technology-based curriculum delivery and assessment tools. Passionate about fostering academic development and success for every student.

Overview

3
3
years of professional experience
2025
2025
years of post-secondary education
5
5
Certifications

Work History

NSS Programme Officer

Camp EDucation Society
Pune
06.2022 - Current
  • NSS (National Service Scheme) Programme Officer:

    Planning and Execution of Activities:

    Prepare annual action plans for regular and special camping activities.

    Organize activities related to social service, awareness, and community development (e.g., blood donation, tree plantation, cleanliness drives).

    Student Motivation and Guidance:

    Motivate students to participate in community service.

    Guide NSS volunteers in developing leadership, discipline, and a sense of responsibility.

    Coordination with Authorities:

    Coordinate with the NSS Regional Directorate, university NSS cell, and college administration.

    Submit reports and records as required.

    Monitoring and Record Keeping:

    Maintain proper records of enrolment, attendance, and activity reports.

    Evaluate performance and submit annual reports.

    Promoting Social Awareness:

    Conduct awareness programs on issues like health, literacy, environment, gender equality, and rural development.

Data Science Intern

AI Variant or Innodatatics
Madison
08.2022 - 02.2023
  • Consult with the management team to develop long-term commercial plans
  • Suggest budgets and improvements based on the above information
  • Optimized machine learning models for improved prediction accuracy and performance.
  • Developed custom algorithms to solve unique challenges in data analysis and modeling.
  • Created data visualization graphics, translating complex data sets into comprehensive visual representations.
  • Identified, analyzed and interpreted trends in complex data sets using supervised and unsupervised learning techniques.
  • Maintained detailed documentation of project progress, methodologies employed, and results obtained – facilitating knowledge transfer across teams.
  • Applied appropriate data science techniques to solve business problems.
  • Improved data collection methods by designing surveys, polls and other instruments.
  • Developed polished visualizations to share results of data analyses.
  • Applied loss functions and variance explanation techniques to compare performance metrics.

Education

Ph. D - Statistics

M. Phil. - Statistics

Sant Gadge baba University

M.Sc. - Statistics

Sant Gadge baba University

M.COM - undefined

Pune University

Data Scientist - undefined

Skills

  • Python

  • Numpy

  • Pandas

  • Seaborn

  • Scikit-learn

  • Scipy

  • NLP

  • Keras

  • Tensorflow

  • OpenCv

  • Tableau

  • SQL

  • R

  • ML

  • AI

  • DL

Certification

Internship Certificate for Data Science, A Variant Machine Learning With Python (IBM Certificate)

Tools And Technology

  • Python (Numpy, Pandas, Seaborn, Scikit-learn, Scipy, NLP, Keras, Tensorflow, OpenCv)
  • Tableau
  • SQL
  • R
  • ML, AI, DL
  • Anaconda
  • Jupyter Notebook

National Awards

  • Excellence Award for Women Researchers, 10/18/24
  • Top 100 Inspirational Education Icons 2024 Award, 2024

Research work

  • Application of Statistical Techniques in Real World, 05/01/21
  • Application of Regression Analysis in Cotton Production, 04/01/22
  • Application of Multiple Regression Analysis in Microfinance for Women Empowerment, 10/01/22
  • Data Science Completion Certificate, 12/01/22
  • Implementation of Regression Analysis in Microfinance for Women's Social Empowerment, 10/01/23
  • Role of Microfinance Using Regression Analysis for Women's Economic Employment, 03/01/23
  • Excellence Award for Women Researchers, 10/18/24
  • Application of Logistic Regression Analysis in Microfinance for Women Empowerment, Prarup Publication, Kolhapur, Statistics and Data Science, First Edition, 02/01/23

Timeline

Data Science Intern

AI Variant or Innodatatics
08.2022 - 02.2023

NSS Programme Officer

Camp EDucation Society
06.2022 - Current

M. Phil. - Statistics

Sant Gadge baba University

M.Sc. - Statistics

Sant Gadge baba University

M.COM - undefined

Pune University

Data Scientist - undefined

Ph. D - Statistics

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Dr. Vanita S. LingayatProfessor and Head department of Statistics