Ing. Jaykishan Baldania

is out learning. 🎓

Praktikum, Master Thesis (Deep Learning), John Deere GmbH & Co. KG
Magdeburg, Germany

Fähigkeiten und Kenntnisse

Java
Objektorientierte Softwareentwicklung
C++
Python
Apache Lucene
AnyLogic
Search Engine Development
Machine learning
Data Management for Engineering
VB.NET
Tableau
Data Visualization
Web Data Connections
R
SQL
Excel VBA
ETL
Visual Studio
Machine Learning
Artificial Intelligence
Tensorflow
Keras
Representation Learning
Explainable AI
NLP
Information Theory
Data Modeling
Plotly Dash
Flask
Springboot
Microservice Architecture
Containerization
Docker
AWS
Cloud Computing
DevOps

Werdegang

Berufserfahrung von Jaykishan Baldania

  • Current 5 years and 2 months, since Apr 2021

    Master Thesis (Deep Learning)

    John Deere GmbH & Co. KG

    • Development of dashboard using Python Flask based architecture (Plotly Dash, Python, HTML, CSS and JS) • Thesis: Training Deep Conv. Autoencoders on NIR Sensor Data, learning Embedding Space to predict amount of material. • Supporting Data Engineering team with SQL Schema and various AWS Cloud Services for ETL.

  • 9 months, Jul 2020 - Mar 2021

    Research Assistant (Wissenschaftliche Hilfskraft)

    Otto-von-Guericke University Magdeburg

    • Working on Flask based Web Application using and managing accelerometer data from Autonomous Tricycle • Creating and validating the Lanelet2 Autonomous Driving maps using JOSM, C++ and Python using ROS and LANELET C++ • Containerizing the application using Linux based Dockers

  • 3 months, Nov 2020 - Jan 2021

    Teaching Assistant – Data Management for Engineering Applications

    Otto-von-Guericke University, Magdeburg

  • 1 year and 1 month, Sep 2018 - Sep 2019

    Software Engineer

    ITT Corporation India Pvt. Ltd.

  • 7 months, Feb 2018 - Aug 2018

    Co-founder

    Shaligram Engineer Services LLP

    • Business development in product design, CAD automation, IIoT, smart manufacturing and Industrie 4.0

  • 3 years and 9 months, May 2014 - Jan 2018

    Junior Engineer

    KHS Gruppe
  • 3 months, Jan 2014 - Mar 2014

    Intern

    KHS Gruppe

    Bachelor thesis on "Condition monitoring and condition based maintenance".

Ausbildung von Jaykishan Baldania

  • Current 6 years and 8 months, since Oct 2019

    Digital Engineering (Data Science thematic interest)

    Otto-von-Guericke-Universität Magdeburg

    • Data Management for Engineering Applications • Information Retrieval • Transaction Processing • Machine Learning • Simulation • Swarm Intelligence • Java • International Corporate Strategy

  • 4 years, Jun 2010 - May 2014

    Mechanical Engineering

    Dharmsinh Desai University

Sprachen

  • English

    C1 (Fließend)

  • German

    B1-B2 (Gute Kenntnisse)

  • Hindi

  • Gujarati

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