プロフィール詳細

プロジェクトを作成

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IAMCOOL R.に依頼

India

AIML/DL Expert | Multiobjective Optimization | SCI, Scopus Research Article | Data Analysis | Thesis Writing |

プロフィール概要

I am an engineering and data‑science‑oriented researcher specializing in multi-objective optimization, heuristic algorithms, machine learning, and deep learning. My work focuses on developing and applying advanced computational methods to solve complex decision‑making and design problems across engineering, science, and management domains. I have experience in formulating real‑world problems as mathematical models, designing efficient optimization strategies, and implementing data‑driven approaches for improved performance and robustness. External Profile Links: 1. https://scholar.google.com/citations?user=-cdTTm0AAAAJ&hl=en&authuser=1 2. https://www.researchgate.net/profile/Mukundraj-Patil/research 3. ORCID: xxxxxxxxxxxxxxxxxxx In addition to optimization and learning algorithms, I work on mathematical modelling of dynamical and decision systems, bridging theoretical analysis with practical implementation. I collaborate with researchers and practitioners who need support in model formulation, simulation‑based analysis, and optimization‑driven solution design for their projects and papers. My goal is to strengthen the methodological and analytical components of interdisciplinary work, particularly where multi-objective optimization, metaheuristics, and machine‑learning techniques can add value.

専門分野

• ★ Industrial Engineering
• ★ Industrial Operations Research
• ★ Artificial Intelligence
• ★ Mathematical Optimization
• ☆ Manufacturing
• ☆ Continuous Process Manufacturing
• ☆ Lean Manufacturing
• ☆ Manufacturing Optimization
• ☆ Process Control
• ☆ Data Analysis
• ☆ Image Processing
• ☆ Computer Simulation/Computational Modeling
• ☆ Algorithm Design
• ☆ Predictive Modeling & Analytics
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Cluster Analysis
• ☆ Data Visualization
• ☆ Big Data Analytics
• ☆ Data Manipulation
• ☆ Machine Learning
• ☆ Data Mining
• ☆ Data Cleaning
• ☆ Neural Networks
• ☆ Pattern Recognition
• ☆ Deep Learning
• ☆ Computer Vision
• ☆ Business Analytics
• ☆ Fuzzy Logic
• ☆ Financial Modeling
• ☆ Applied Mathematics
• ☆ Mathematical Models
• ☆ Computational Sciences
• ☆ Differential Equations
• ☆ Computational Mathematics
• ☆ Stochastic Processes
• ☆ Game Theory
• ☆ Production & Operations Management
• ☆ Python
• ☆ Matlab
• ☆ Excel
• ☆ STATA
• ☆ LaTex
• ☆ Scikit-learn
• ☆ Clinical Trials
• ☆ Clinical Trials Data Analysis
• ☆ Hypothesis
• ☆ Peer Review
• ☆ Research Methodology
• ☆ Survey Design & Methodology
• ☆ User Research
• ☆ Quantitative User Research
• ☆ Qualitative User Research
• ☆ Literature Search
• ☆ Gap Analysis
• ☆ Gray Literature Search
• ☆ Presentation Design
• ☆ Technical & Scientific Writing
• ☆ Journal Selection
• ☆ Manuscript & Journal Article Writing
• ☆ Instructional Materials
• ☆ Experimental Protocols
• ☆ SOP & Protocol Writing
• ☆ White Papers
• ☆ Spec Sheets
• ☆ Case Studies
• ☆ Textbook Content Writing
• ☆ Science Communication
• ☆ Literature Review
• ☆ Traditional/Narrative Literature Review
• ☆ Systematic Literature Review
• ☆ Scientific Proofreading & Editing
• ☆ Proofreading & Editing
• ☆ Language Translation
• ☆ Course Content Writing
• ☆ Grant Writing
• ☆ Statistical Finance
• ☆ Mathematical Finance
• ☆ Business Statistics
• ☆ Data-Driven Decision Making
• ☆ Econometrics
• ☆ Marketing Analytics
• ☆ Business Intelligence
• ☆ Socioeconomics
• ☆ Six Sigma

サービス

• Writing
• Research
• Data & AI

Writing Medical Writing, Technical Writing, General Proofreading & Editing

Research Feasibility Study, Gap Analysis, Systematic Literature Review, Secondary Data Collection

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Data Visualization, Big Data Analytics, Text Mining & Analytics, Data Mining, Data Cleaning, Data Processing, Data Insights

職務経験

Affiliated Assistant Professor

JSPM University Pune

1月 2025 - 現在

学歴

Ph.D. (Engineering)

Symbiosis International University

8月 2016 - 2月 2021

M.E. (Design Engineering) (Mechanical)

Modern Education Society's College of Engineering

7月 2013 - 6月 2015

B.E.(Mechanical) (Mechanical)

D. Y. Patil College of Engineering and Technology

8月 1997 - 4月 2001

認定資格

• Best Paper Award IEEE PuneCon 2025 Conference

  IEEE Pune Section and Savitribai Phule Pune University

  12月 2025 - 現在

• Reviewer Scientific Reports

  Springer Nature

  11月 2025 - 現在

• Reviewer Information Sciences

  ELSEVIER

  9月 2025 - 現在

• IEEE Student Mentorship

  IEEE Pune Section

  9月 2025 - 現在

• Reviewer: Discover Applied Sciences

  Springer Nature

  7月 2025 - 現在

• Early Ph.D. Thesis Completion Award

  Chhatrapati Shahu Maharaj Research, Training, and Human Development Organization (SARTHI)

  2月 2021 - 現在

• Chief Minister Special Research Fellowship (CMSRF 2019)

  Chhatrapati Shahu Maharaj Research, Training, and Human Development Organization (SARTHI) Pune

  9月 2019 - 現在

• Award for Best Paper

  Institution of engineers india

  12月 2016 - 現在

• Six Sigma Black Belt Certification (SSBB by Theory Exam and Practical Exam)

  International Quality Federation (IQF)

  12月 2016 - 現在

出版物

CONFERENCE PAPER

Mukundraj V. Patil, Vedika G. Sapkal, Sanmati Jain, Rahul R. Joshi, Waseem A. Mir, Milind Gayakwad (2025). MPPT Control Based Battery SoC Prediction Using XGBoost Method .

Shreyaskar Ganguly, Sagnik Chakraborty, Ayush Roy, Mukundraj V. Patil, Reena Pagare (2025). Seizing the Moment: Multimodal EEG Trends and Real-Time Epilepsy Seizure Detection with Dual Deep Nets .

Patil, M. V., Gadewar, S. (2015). Optimization of TIG Welding Process Parameters using Fractional Factorial Design of Experiment. International Engineering Research Journal (IERJ), Special Issue 2, pp. 5727-5731, ISSN 2395-1621 .

JOURNAL ARTICLE

Patil, M. V., Kumar, S., & Kulkarni, A. J. (2022). Multi-stopping criterion multi-feature-based multi-objective cohort intelligence algorithm for thermoacoustic engine optimisation. International Journal of Modelling, Identification and Control, 40(4), 356-370 .

@article{Tamboli_2022, doi = {10.1504/ijcaet.2022.120832}, url = {https://doi.org/10.1504%2Fijcaet.2022.120832}, year = 2022, publisher = {Inderscience Publishers}, volume = {16}, number = {2}, pages = {153}, author = {S. Tamboli and A. Pandey and Mukundraj V. Patil}, title = {Investigation and optimisation of cracked aluminium alloy plate restored for fatigue loading application}, journal = {International Journal of Computer Aided Engineering and Technology}} .

Dr. Mukundraj V. Patil, Dr. Mukundraj V. Patil, Dr. Mukundraj V. Patil, Dr. Mukundraj V. Patil, Dr. Mukundraj V. Patil, Dr. Mukundraj V. Patil (2022). Investigation and optimization of Cracked Aluminium Alloy plate Restored for Fatigue Loading Application .

Tamboli, Shahid, Pandey, Anand, PATIL, MUKUNDRAJ (2022). Investigation and optimization of Cracked Aluminium Alloy plate Restored for Fatigue Loading Application .

Satish Kumar, Mukundraj Patil(2022). Multi-stopping criterion multi-feature-based multi-objective cohort intelligence algorithm for thermoacoustic engine optimisation . International Journal of Modelling, Identification and Control. 1. (1). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1. Inderscience Publishers

Tamboli, S., Pandey, A., Patil, Mukundraj V. (2022). Investigation and optimisation of cracked aluminium alloy plate restored for fatigue loading application .

Patil, M.V., Kulkarni, A.J.(2020). Pareto dominance based Multiobjective Cohort Intelligence algorithm . Information Sciences. 538. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 69-118.

Patil, Mukundraj V., Kulkarni, Anand J. (2020). Pareto dominance based Multiobjective Cohort Intelligence algorithm .

Mukundraj V. Patil(2017). Multi response simulation and optimization of gas tungsten arc welding . Applied Mathematical Modelling. 42. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 540--553. Elsevier {BV}

Patil, M.V.(2017). Multi response simulation and optimization of gas tungsten arc welding . Applied Mathematical Modelling. 42. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 540-553.

Patil, Mukundraj V. (2017). Multi response simulation and optimization of gas tungsten arc welding .

Mitra, A.C., Patil, M.V., Banerjee, N.(2015). Optimization of Vehicle Suspension Parameters for Ride Comfort Based on RSM . Journal of The Institution of Engineers (India): Series C. 96. (2). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 165-173.

A. C. Mitra, M. V. Patil, N. Banerjee(2014). Optimization of Vehicle Suspension Parameters for Ride Comfort Based on RSM . Journal of The Institution of Engineers (India): Series C. 96. (2). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 165--173. Springer Nature