Manish Pandit

About Manish Pandit

Condition Monitoring, Predictive Maintenance & Reliability Engineering:Expertise in Gearbox Fault Diagnosis and Prognosis (specially Gear and bearing), degradation modelling, secondary fault generation, compound fault analysis, RUL estimation, FMEA, RPN evaluation, root cause analysis, asset management, and industrial reliability improvement.2. Advanced Signal Processing & Vibration Analysis:Skilled in multidimensional vibration acquisition and analysis using EMD, CEEMD, ICEEMD, NA-MEMD, FFT, STFT, PCA, wavelet denoising, IMF selection, IMPE, MMPE, time–frequency decomposition, and feature extraction for early-stage fault detection.3. Machine Learning, Deep Learning & Data Analytics:Experienced in DT, W-KNN, ML/DL models, statistical analysis, pattern recognition, degradation trend analysis, data preprocessing, feature engineering, and intelligent decision-making for healthy, single-fault, and compound-fault classification.4. Mechanical, Design & Simulation Skills:Strong background in Gearbox fault Analysis, Forging Die Design, Finite Element Analysis (FEA), Machine Design, industrial component evaluation, defect prediction, and hybrid MCDM methods (Entropy Weighting + TOPSIS).5. Industry 4.0, AI-Driven Monitoring:Skilled in applying AI/ML tools, smart CM strategies, condition-based maintenance, sustainable manufacturing, and transforming raw vibration data into reliable, actionable insights for intelligent asset health management.

Experience

1. Senior Reliability Engineer

   Vertiv

   Apr 2026 — Present · Pune District, IN

Education

• National Institute of Advanced Manufacturing Technology Ranchi (Formerly NIFFT)

  Master of Technology - MTech, Manufacturing Engineering

  2018 — 2020

• Medi-Caps Institute of Technology & Management Rau, Indore

  Bachelor of Engineering, Mechanical Engineering

• MEDICAPS INSTITUTE OF TECHNO MANAGEMENT, INDORE

  Bachelor of Engineering, Mechanical Engineering

  2012 — 2016

• Indian Institute of Technology Kharagpur

  Doctor of Philosophy, Quality Control and Safety Technologies/Technicians

• Indian Institute of Technology, Kharagpur

  Senior Research Fellow, Reliability Engineering and Condition Monitoring