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Utkarsh Panara Email & Phone Number

Machine Learning Engineer at Mercedes-Benz Consulting GmbH
Location: Arnsberg, North Rhine-Westphalia, Germany 8 work roles 3 schools
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Role
Machine Learning Engineer
Location
Arnsberg, North Rhine-Westphalia, Germany
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Utkarsh Panara is listed as Machine Learning Engineer at Mercedes-Benz Consulting GmbH, a with 348 employees, based in Arnsberg, North Rhine-Westphalia, Germany. AeroLeads shows a matched LinkedIn profile for Utkarsh Panara.

Utkarsh Panara previously worked as Data science Consultant at Mercedes-Benz Consulting Gmbh and Machine Learning Engineer at Pce Deutschland Gmbh. Utkarsh Panara holds Master'S Of Science, Systems Engineering And Engineering Management (Machine Learning), 1.92 from South Westphalia University Of Applied Sciences.

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Mercedes-Benz Consulting GmbH

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About Utkarsh Panara

I have completed M.Sc. with a specialization in machine learning. I have written my Master's thesis on "Time Series analysis for Remaining Useful Life Estimation in Prognostics with Generalized Dilation Convolutional Neural Networks". My background is in mechanical engineering with 3-years of experience in condition monitoring and preventive maintenance in the Energy and Oil & Gas industry.My interests include machine learning, deep learning, artificial intelligence, time-series analysis, computer vision, and machine health monitoring. With expertise in machine learning articulated with my previous experience, I am focusing on building structured algorithms to tackle industrial challenges.Technical Skills:• Python, SQL• Machine Learning: linear regression with regularization, logistic regression, support vector machines, tree-based algorithms (decision trees, random forest), clustering (hierarchical, centroid, density-based), dimensionality reduction (linear, non-linear), neural networks (MLPs, CNNs, RNNs, LSTMs)• Python Packages: pandas, NumPy, scikit-learn, PyTorch, TensorFlow, SciPy, statsmodels, matplotlib, seaborn, plotly• Acquired experience in data analysis and cleaning, algorithm development through student research assistant job at FH-SWF

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Mercedes-Benz Consulting GmbH
Mercedes-Benz Consulting Gmbh
Machine Learning Engineer
Arnsberg, NRW, DE
Employees
348
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8 roles

Utkarsh Panara work experience

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Data Science Consultant

Current

Stuttgart, Baden-Württemberg, Germany

# Design & Development of NLP based intelligent knowledge search system on AWS# End2End Development and rollout of the Knowledge Management/Retention Solutions on AWS# LLM performance benchmarking for various usecases# Product Interview quality analysis using OpenAI models# Car data analysis for product optimization with Databricks and PysparkKey Competencies:- Machine Learning System Design- Natural Language Processing- Generative AI- Data Science & Data Engineering -Agile DevelopmentTechnologies:- Programming Languages: Python, JavaScript- Cloud: AWS, Azure -Tools: Docker, Git, Confluence

Oct 2022 - Present

Machine Learning Engineer

Meschede, North Rhine-Westphalia, Germany

# Conceptualizing a reliable condition monitoring system for Industrial Gear Boxes# Developing algorithms to analyze and predict the damage to gearboxes using machine learning and deep learning approaches

May 2021 - Sep 2022

Machine Learning Engineer

Kd Pumpen

North Rhine-Westphalia, Germany

# Developed the concept of predictive maintenance tool for rotary lobe pumps# Implemented machine learning and statistical models for anomaly detection, prognostics, and pattern recognition# Performed sensor data analysis and created visualization to generate new insights

Nov 2020 - Mar 2021

Machine Learning Intern

Kd Pumpen

Balve, North Rhine-Westphalia, Germany

# Designed experimental setups for sensor data acquisition# Created machine learning models using Python for sensor data analysis

Sep 2020 - Nov 2020

Student Research Assistant

Soest, Germany

Research:# Implementation of statistical tests such as Chi-Square Test, T-test on neural network residuals and analyse the outcome# Development of Generalized Dilation layer for Convolution Neural Network# Algorithm Development using LSTM, RNN for ongoing research projectsData Analysis:# Sensor data analysis of steel rod peeling machine with Bültmann GmbH to improve performance # Identify various operating clusters and develop an interactive system which can suggest suitable operating parameters for a given task

Jan 2020 - Aug 2020

Student Assistant

Nrw Germany

# Create measurement programs for Quality testing of IGBT# Performing measuring activities on coordinate measuring machines based on existing programs# Independent assessment and correction of the measurement results

Dec 2018 - Nov 2019

Mechanical Engineer

Jamnagar Area, India

# Performed analysis of process and maintenance data in order to plan maintenance activities of ethylene oxide-ethylene glycol plant and gas power plant# Executed Mechanical Reliability and Maintenance tasks for gas turbines, steam turbines and boilers, pumps, compressors, and heat exchangers# Carried out shutdown activities like Combustion Inspection, Hot Gas Path Inspection, Major Inspection for frame-6 and Frame-9 gas turbines Mfd. by BHEL and GE, Major Inspection for steam turbines Mfd. by MAN and Indian Boiler Regulation Inspection for boilers Mfd. by BHEL and Thermax# Key role in planning and executing “Syngas modification project” for gas turbine (using Syngas as fuel in the gas turbine) in association with General Electric Power, India# Performed inventory and material management using SAP ERP (PM and MM), shutdown planning using MS-Project # Executed Jobs in compliance with IMS (Integrated Management System), BMP (Best Maintenance Practises) as per company standards. # Reviewed maintenance activities to develop/improve Standard Maintenance Procedure/Standard Operating Procedure. # Conducted Risk Assessment in compliance with the Health and Safety Department.

Aug 2015 - Apr 2018
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Colleagues at Mercedes-Benz Consulting GmbH

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3 education records

Utkarsh Panara education

Master'S Of Science, Systems Engineering And Engineering Management (Machine Learning), 1.92

Master Theis Summary: # Modelled concept of Remaining Useful Life Estimation and Fault Detection in predictive maintenance for rolling.

Bachelor Of Engineering - Be, Mechanical Engineering, 8.13 Cgpa

Key Modules: Machine Design Production Technology Control Engineering Fluid and Thermal Mechanics Mechanics of Solid

H.S.C., Science, Distinction

Shree Swaminarayan High School, Bhavnagar
FAQ

Frequently asked questions about Utkarsh Panara

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What company does Utkarsh Panara work for?

Utkarsh Panara works for Mercedes-Benz Consulting GmbH.

What is Utkarsh Panara's role at Mercedes-Benz Consulting GmbH?

Utkarsh Panara is listed as Machine Learning Engineer at Mercedes-Benz Consulting GmbH.

Where is Utkarsh Panara based?

Utkarsh Panara is based in Arnsberg, North Rhine-Westphalia, Germany while working with Mercedes-Benz Consulting GmbH.

What companies has Utkarsh Panara worked for?

Utkarsh Panara has worked for Mercedes-Benz Consulting Gmbh, Pce Deutschland Gmbh, Kd Pumpen, South Westphalia University Of Applied Sciences, and Infineon Technologies.

Who are Utkarsh Panara's colleagues at Mercedes-Benz Consulting GmbH?

Utkarsh Panara's colleagues at Mercedes-Benz Consulting GmbH include Abbey Hödel, Denise Conring, Hiro Nimo, Marija Bernien (Geb. Kopić), and Deborah Niethammer.

How can I contact Utkarsh Panara?

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What schools did Utkarsh Panara attend?

Utkarsh Panara holds Master'S Of Science, Systems Engineering And Engineering Management (Machine Learning), 1.92 from South Westphalia University Of Applied Sciences.

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