Profile Details

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Hire Dr. Jatin P.

India

USD 50 /hr

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

Profile Summary

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.

Subject Matter Expertise

• ☆ 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

Services

• 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

Work Experience

AIArchitect

Mantra Softech

March 2025 - Present

Junior Research Fellow

Indian Institute of Information Technology Design and Manufacturing Jabalpur

July 2018 - October 2018

Education

Doctor of Philosophy (Ph.D)

Indian Institute of Technology, Indore - India

July 2019 - April 2022

Certifications

• Certification details not provided.

Publications

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). p. 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). p. 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. p. 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.