Manuel Wanisch

Experience

• 

  Bosch

  Jul 2012 - Sept 2012

  Praktikant

  Production Engineering Internship: - Mechanical principles- Conventional Milling- Conventional Turning- Thermal Joining- Development of a power point presentation about turning

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  KTmfk - Lehrstuhl für Konstruktionstechnik

  Apr 2014 - Aug 2015

  Tutor

  Tutor of the modules Engineering Drawing I and II

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  Euro engineering AG

  Feb 2015 - Sept 2015

  Working Student

  - Development and design of complete stations, e.g. ultrasonic inspection machines and milling machine in Pro Engineer Wildfire 4 and Creo 2- Structural design and calculation of diverse assemblies as e.g. safety guard with safety light curtain, linear drive modules, lifting systems- Inspection of a handling system with regard to mechanical loads- Modeling of components and assemblies- Creation of component and assembly drawing including component lists

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  AUDI AG

  Oct 2015 - Apr 2016

  Student Internship

  Topic: Mechanical Lifetime of automotive mechatronics• Research of technical requirements of automotive mechatronics• Research of failure mechanisms of bearings• Research of accelerated testing methods of bearings in automotive mechatronics• Organisation and execution of technical meetings with bearing and lubricant suppliers• Development of evaluation criteria for failure mechanisms of bearings• Comparison of the theoretical principles in real application cases and application of the knowledge acquired in collaboration with the Robust Design managers of the respective projects Show less

• 

  Pininfarina Deutschland GmbH

  Aug 2016 - Jul 2017

  Working Student

  - Development of CAD models in CATIA- Implementation of change requests- Analysis of product data and time schedules in Excel- Implementation of presentations for team structures and creation of time schedules- Support in creating training material including the translation into English

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  Lehrstuhl für Elektrische Energiespeichertechnik

  Apr 2018 - Dec 2018

  Wissenschaftliche Hilfskraft

  • Operation of battery testers• Preprocessing and analytics of battery test data• Support of the laboratory operation

• 

  Hofer powertrain

  Jan 2019 - Mar 2019

  Working Student

  - Hardware set up - Integration of a micro controller into a network structure- Development of a workflow and operation modes of a display- Development of GUI versions

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  TWAICE

  Apr 2019 - Nov 2019

  Master Thesis

  "Remaining Useful Life Prediction of Li-Ion Batteries with Artificial Intelligence"Master Thesis at the TUM Chair of Automotive Technology within the framework of the bawaii research cooperation with TWAICE Technologies GmbH.

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  TWAICE

  Jan 2020 - now

  - Development of data driven battery algorithms for NMC and LFP cell chemistries like state of charge and state of health estimation- Data exploration and analysis with the goal of identifying lifetime optimisation potentials and critical safety risks. - Development and operation of robust and scalable end to end ETL pipelines in an AWS / Databricks based environment including scaling from thousands to millions of monthly data points. - Increasing reliability through in-depth testing of existing and newly developed functionalities. - Working in an agile environment driving and coordinating product deliveries and implementations as well as strongly contributing to strategic planning of yearly, quarterly and sprint goals. - Guiding and mentoring junior colleagues and students in daily work and development projects. Show less

  • Senior Data Scientist

    May 2022 - now

  • Data Scientist

    Jan 2020 - Apr 2022