プロフィール詳細

プロジェクトを作成

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Dr. Jatin P.に依頼

India

AI/ML Research Expert | PhD IIT Indore | Predictive Maintenance | LLM Agents, RAG, Predictive Analytics, Thesis Guidance

プロフィール概要

I am a PhD researcher from IIT Indore with 7+ years of experience building production-grade AI/ML systems across IoT, EV, and enterprise domains. I specialize in LLM architecture, RAG pipelines, multi-agent systems, and predictive analytics. I have 13 patents, 12+ Q1/Q2 publications, and hands-on experience mentoring Master's and PhD students. Whether you need an AI system built, a research methodology designed, or thesis work guided — I deliver with both academic rigor and industry practicality.

専門分野

• ☆ Engineering Education
• ☆ Software Engineering
• ☆ Internet of Things
• ☆ Automotive Engineering
• ☆ Data Analysis
• ☆ Image Processing
• ☆ Predictive Modeling & Analytics
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Cluster Analysis
• ☆ Big Data Analytics
• ☆ Data Collection
• ☆ Machine Learning
• ☆ Data Cleaning
• ☆ Data Architecture
• ☆ Neural Networks
• ☆ Pattern Recognition
• ☆ Artificial Intelligence
• ☆ Deep Learning
• ☆ Computer Vision
• ☆ Data Security
• ☆ Business Analytics
• ☆ Fuzzy Logic
• ☆ Statistics
• ☆ Regression Analysis
• ☆ Multivariate Analysis
• ☆ Nonlinear Regression
• ☆ Correlation Analysis
• ☆ Statistical Computing
• ☆ Statistical Review
• ☆ Health Data Analysis
• ☆ Trend Analysis
• ☆ Decision Science

サービス

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing

Research Feasibility Study, Gap Analysis, Scientific and Technical Research, Systematic Literature Review

Consulting Digital Strategy Consulting, Scientific and Technical Consulting

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

職務経験

AIArchitect

Mantra Softech

3月 2025 - 現在

Junior Research Fellow

Indian Institute of Information Technology Design and Manufacturing Jabalpur

7月 2018 - 10月 2018

学歴

Doctor of Philosophy (Ph.D)

Indian Institute of Technology, Indore - India

7月 2019 - 4月 2022

認定資格

• 認定資格の詳細は未入力です。

出版物

BOOK CHAPTER

Jatin Prakash, P. K. Kankar, Ankur Miglani, Ravindra Tamhankar, Bhargav Kumar Jani (2025). Deep Learning and Wavelet Transform Synergy for Hydraulic System Fault Diagnosis .

Jatin Prakash, P. K. Kankar, Ankur Miglani, Ravindra Tamhankar (2024). Internal Leakage Diagnosis of a Hydraulic Cylinder Using C-LSTM Neural Network .

Jatin Prakash, P. K. Kankar(2021). Determining the Working Behaviour of Hydraulic System Using Support Vector Machine . 781--791Springer Singapore

(2019). Estimation of Load Carrying Capacity for Pin-Mounted Hydraulic Cylinders . Lecture Notes in Mechanical Engineering.

JOURNAL ARTICLE

Hitarth Kankar, Jatin Prakash (2023). Comparative analysis of ensemble learners for broken tooth diagnostics in gears . Life Cycle Reliability and Safety Engineering.

Jatin Prakash, Ankur Miglani, P. K. Kankar(2023). Internal Leakage Detection in Hydraulic Pump Using Model-Agnostic Feature Ranking and Ensemble Classifiers . Journal of Computing and Information Science in Engineering. 23. (4). {ASME} International

Prakash, J., Kankar, P.K., Miglani, A.(2021). Monitoring the Degradation in the Switching Behavior of a Hydraulic Valve Using Recurrence Quantification Analysis and Fractal Dimensions . Journal of Computing and Information Science in Engineering. 21. (6).

Prakash, J., Gupta, S.K., Kankar, P.K.(2020). An analytical approach to evaluate the maximum load carrying capacity for pin-mounted telescopic hydraulic cylinder . Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science. 234. (19). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 3919-3934.

Gupta, S.K., Prakash, J., Kankar, P.K.(2020). Buckling load for telescopic cylinder using successive approximation method . Indian Journal of Engineering and Materials Sciences. 27. (4). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 853-859.

Prakash, J., Kankar, P.K.(2020). Health prediction of hydraulic cooling circuit using deep neural network with ensemble feature ranking technique . Measurement: Journal of the International Measurement Confederation. 151.

(2019). Health prediction of Hydraulic Cooling Circuit using Deep Neural Network with Ensemble Feature Ranking Technique . Measurement.

BOOK

Prakash, J., Kankar, P.K.(2021). Determining the Working Behaviour of Hydraulic System Using Support Vector Machine . Lecture Notes in Mechanical Engineering. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 781-791.

CONFERENCE PAPER

Prakash, J., Kankar, P.K., Miglani, A.(2021). Internal Leakage Detection in a Hydraulic Pump using Exhaustive Feature Selection and Ensemble Learning . 2021 International Conference on Maintenance and Intelligent Asset Management, ICMIAM 2021.