
Ayush Kumar
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Fähigkeiten und Kenntnisse
Werdegang
Berufserfahrung von Ayush Kumar
Worked on various end-to-end Machine learning product development for end users. Besides making a robust and accurate model pipeline, I also focused on UX and Latency of inference layers. My unique selling point has been to pick up new AI relevant technologies in early stages to quickly prototype them for later implementation to keep the edge for the firm in field of AI. On the soft side, managing teams in Spain and India from Germany has been a key learning area for me.
- 2 Jahre und 8 Monate, Juli 2016 - Feb. 2019
Data Scientist
Daimler mobility Ag
Built a central forecasting service responsible for generating forecasts for 10000+ finanicial key performance indicators for over 40 countries, using Cloud. Reduced the planning process from 12 days to 5 hours for the company and supported 7 countries through the on boarding process for more than a year. Main big result was deprecation of quarterly and yearly manual planning process after 2 years of active trial along with the markets.
- 4 Monate, März 2016 - Juni 2016
Master Thesis intern
Daimler Financial Services AG
Master Thesis on Analysis and forecasting for time series subjected to structural breaks using ssa and hmm.
- 5 Monate, Okt. 2015 - Feb. 2016
Working Student
Daimler Financial Services AG
Working on a rolling forecast project as a part-time student. Implementation of various pieces of the monolothic code in R while testing it for real financial data.
- 7 Monate, Apr. 2015 - Okt. 2015
Internship
Daimler Financial Services AG
- 3 Jahre und 2 Monate, Juli 2011 - Aug. 2014
Manager (mining)
Tata Steel
Ausbildung von Ayush Kumar
- 1 Jahr und 11 Monate, Sep. 2014 - Juli 2016
Quantitative Finance
ESMT European School of Management and Technology
- 3 Jahre und 11 Monate, Juli 2007 - Mai 2011
Mining engineering
Indian Institute of Technology (ISM) Dhanbad
Operations research and management
Sprachen
Englisch
Fließend
Deutsch
Gut
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