About Sibghat
Hindi
Native or bilingual
English
Fluent
Dutch
Basic
Experience
- LIACSMachine Learning ScientistNovember 2018 - Today (7 years and 7 months)Leiden, Netherlands- Formalized novel techniques for data-driven optimization, reducing the uncertainty in industrial applications by 20 %- Conceptualized & implemented new deep learning models, enhancing their accuracy by 4 % for time series forecasting
- Honda Research Institute Europe GmbHVisiting AI EngineerApril 2020 - December 2020 (8 months)Offenbach, Germany- Examined deep generative models for 30-90 % dimensionality reduction- Validated ML pipelines and models in automotive engineering, e.g., car hood design optimization
- NEC Laboratories Europe GmbHVisiting AI EngineerJuly 2019 - March 2020 (8 months)Heidelberg, Germany- Orchestrated a novel approach for quantitative modeling of time series data
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Education
- Doctor of Philosophy - PhD, Computer ScienceUniversiteit Leiden2022Doctor of Philosophy - PhD, Computer Science
- Master of ScienceSapienza Università di Roma2018Master's degree, Data Science