プロフィール詳細

プロジェクトを作成

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Dr. Kumudha M.に依頼

India

PhD Mathematician | Data Science, Statistical Modeling & Climate Analytics Expert

プロフィール概要

I am a PhD in Mathematics with over 13 years of academic and research experience specializing in statistical modeling, predictive analytics, and machine learning. My work focuses on rainfall forecasting, climate risk analysis, and data-driven decision-making. I have developed advanced models using Artificial Neural Networks and statistical distributions for real-world applications including drought prediction, flood analysis, and sustainability planning. I have also collaborated with industry partners on rainfall prediction and water resource management projects. My expertise includes data analysis, predictive modeling, statistical consulting, and research writing. I am committed to delivering accurate, well-structured, and actionable insights tailored to client needs.

専門分野

• ★ Statistics
• ☆ Data Analysis
• ☆ Predictive Modeling & Analytics
• ☆ Data Management
• ☆ Machine Learning
• ☆ Neural Networks
• ☆ Trend Analysis
• ☆ Pure Mathematics

サービス

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing, General Proofreading & Editing

Research Meta-Research, Gap Analysis, Scientific and Technical Research, Secondary Data Collection

Consulting Operations Consulting, Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Data Visualization, Data Mining, Data Cleaning, Data Processing, Data Insights

職務経験

Assistant Professor

Bharathi College post Graduate and Research Centre, Mandya

2月 2022 - 現在

Affiliated Assistant Professor

ATME College Of engineering

9月 2013 - 5月 2015

学歴

Ph D (Mathematics)

Bharathi College PG & RC

8月 2019 - 8月 2025

認定資格

• NPTEL SWAYAM

  IITM

  1月 2026 - 現在

出版物

JOURNAL ARTICLE

Dr Kumudha Mayur (2025). Forecasting and Prediction of Seasonal Rainfall in Drought and Flood Affected Zones of Karnataka Using Artificial Neural Network (ANN) . Journal of Harbin Engineering University.

Kumudha H. R., Kokila Ramesh (2025). A Gaussian and Gamma mixture model approach to Rainfall analysis in drought-prone regions of Karnataka . MAUSAM.

Kumudha H R (2025). Gaussian and Gamma Mixture Model Approach to Rainfall Analysis in Flood-Prone Regions of Karnataka . Communications on Applied Nonlinear Analysis.

Dr Kumudha Mayur (2024). PREDICTIVE MODELING OF PCOS: A MULTI-LINEAR REGRESSION ANALYSIS INCORPORATING HORMONAL, CLINICAL, AND LIFESTYLE PARAMETERS . O&G Forum.

Dr Kumudha Mayur (2023). Forecasting of Karnataka Seasons Rainfall Data Using ANN Approach . Forecasting of Karnataka Seasons Rainfall Data Using ANN Approach.

Dr Kumudha Mayur (2023). Statistical Analysis and Distribution Modeling of Rainfall Data in Flood-Prone Regions of Karnataka State . Tuijin Jishu/Journal of Propulsion Technology.

Dr Kumudha Mayur A Review On Forecasting Indian Monsoon Rainfall . International Journal of Innovative Science and Research Technology.