Sachin Kumar

Sachin Kumar Email and Phone Number

Data Scientist with signal processing background and experience in modeling multiple modalities of data (traffic, energy, physiology, audio, manufacturing, ..) using both classical and deep learning methods. @ [ui!] Urban Mobility Innovations (B2M Software GmbH)
darmstadt, hesse, germany
Sachin Kumar's Location
Darmstadt, Hesse, Germany, Germany
About Sachin Kumar

Sachin Kumar is a Data Scientist with signal processing background and experience in modeling multiple modalities of data (traffic, energy, physiology, audio, manufacturing, ..) using both classical and deep learning methods. at [ui!] Urban Mobility Innovations (B2M Software GmbH). They is proficient in Kannada, Marathi, English and Hindi. Colleagues describe them as "Hard working, curious, passionate, and always up to date on the latest machine learning news. These are all qualities that characterize Sachin. I had the pleasure of working with Sachin both during my time at [ui!] but also previously at AGT, collaborating with him on several projects, learning useful Python and Jupyter tricks from him, discussing the best way to tackle problems and maximize the performance of machine learning models. When he joined [ui!], he immediately started… Show more"

Sachin Kumar's Current Company Details
[ui!] Urban Mobility Innovations (B2M Software GmbH)

[Ui!] Urban Mobility Innovations (B2M Software Gmbh)

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Data Scientist with signal processing background and experience in modeling multiple modalities of data (traffic, energy, physiology, audio, manufacturing, ..) using both classical and deep learning methods.
darmstadt, hesse, germany
Website:
ui.city
Employees:
37
Sachin Kumar Work Experience Details
  • [Ui!] Urban Mobility Innovations (B2M Software Gmbh)
    Data Scientist
    [Ui!] Urban Mobility Innovations (B2M Software Gmbh) Oct 2019 - Present
    Darmstadt, Hesse, Germany
    A normal day-to-day task was to process tons of data using spark and derive analytics related to traffic using floating car data (FCD). Visualize the developed analytics with Kepler (geospatial visualization) or create interactive visualization with Jupyter notebooks. Develop analytics to model urban traffic, energy consumption, and waste management using- Signal processing (filtering, robust feature extraction, outlier detection)- Time series modeling with machine learning and statistical methods (FbProphet, STL)- Interactive visualizations
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  • Tvarit
    Senior Data Scientist
    Tvarit Jun 2022 - Aug 2023
    Frankfurt, Hesse, Germany
    As a data scientist at Tvarit, I was leading a team of 6 to develop a prescription engine for a manufacturing process. This involved collaborating with multiple stakeholders, developing robust data collection and ingestion platforms, visualization platforms to disseminate information, and robust analytics to characterize the manufacturing process.
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  • Agt International
    Data Scientist
    Agt International Feb 2018 - Sep 2019
    Darmstadt Germany
    A normal day-to-day work would be trying to solve interesting problems pertaining to human behavior in the context of sports and entertainment using statistical and machine learning techniques. Development of analytics to model human behavior using audio with - Signal processing (filtering, feature extraction, ..)- Statistical modeling (classical and deep learning)
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  • Agt International
    Master Thesis Student
    Agt International May 2017 - Nov 2017
    Darmstadt Area, Germany
    Research in detecting human emotions using audio signals with statistical and machine learning methods
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  • Agt International
    Data Scientist (Work Student)
    Agt International Sep 2015 - Apr 2017
    Darmstadt Area, Germany
    Model human activities in the context of entertainment events using- Signal processing (filtering, cleaning, and feature extraction)- Statistical modeling (classical methods)
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  • Deloitte U.S. India Offices
    Business Technology Analyst
    Deloitte U.S. India Offices Jun 2012 - Oct 2013
    Bangalore
    SAP Package Technology Analyst
    View

Sachin Kumar Education Details

Frequently Asked Questions about Sachin Kumar

What company does Sachin Kumar work for?

Sachin Kumar works for [Ui!] Urban Mobility Innovations (B2m Software Gmbh)

What is Sachin Kumar's role at the current company?

Sachin Kumar's current role is Data Scientist with signal processing background and experience in modeling multiple modalities of data (traffic, energy, physiology, audio, manufacturing, ..) using both classical and deep learning methods..

What schools did Sachin Kumar attend?

Sachin Kumar attended Technische Universität Darmstadt, National Institute Of Technology Karnataka.

Who are Sachin Kumar's colleagues?

Sachin Kumar's colleagues are Samer Mashaan, Marcel Neumann, Meline Ayvazyan, Dirk Heuser, Emre Burunsuz, Hausknecht Bálint, Gabriella Lamberton.

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