Work Experience
Robert Bosch GmbH
Intern at the Bosch Center for Artificial Intelligence (BCAI), Lead AI Enabler for Classical Machine Learning and Deep Learning.
Letter of Recommendation
Experience Letter
- Designed a platooning demonstrator of self-driving cars. Presented it at the Bosch AI Conference of 2019, headline of the German newspaper Handelsblatt.
- Implemented Deep Neural Networks for image classification, object detection, object tracking and segmentation and Logistic Regression for lane planning.
- Designed an Auto Regressive Integrated Moving Average (ARIMA) and Facebook’s Prophet model for time series analysis, forecasting and backcasting of solar irradiance data.
- Designed a Deep Q-Network based Reinforcement Learning demonstrator with 12 degrees of freedom for industrial robotic applications.
- Researched on Bayesian Optimization and classical machine learning model demonstrators.
[Python] [C/C++] [TensorFlow] [PyTorch] [OpenAI Gym] [NVIDIA Jetson] [Arduino] [Raspberry Pi]
Weidmüller Interface GmbH & Co. KG
Working Student in Hardware Development, Device and Field Connectivity.
Experience Letter
- Simulated and designed a wireless power transmission prototype for high voltage systems.
- Qualitative and quantitative analysis of circuit parameters and components.
[C/C++] [Python] [CAD]
Robert Bosch GmbH
Internship in Corporate Research, Flight-Capable Systems.
Experience Letter
- Designed an embedded controller for speed and phase control of a drone rotor.
- Designed a high-speed rotor synchronization system for an octa rotor configuration.
- Performed Particle Image Velocimetry for analysis of aerodynamic statistics of the system.
[Python] [C/C++] [Matlab] [Simulink] [Arduino] [Raspberry Pi]
University of Paderborn
Research Assistant at the Dept. of Computer Engineering, Approximate Computing.
Experience Letter
- Designed a Monte Carlo Tree Search (MCTS) machine learning algorithm for synthesis and approximation of circuit components in reconfigurable systems.
- Ported the algorithm from C++ to Python to integrate into a machine learning pipeline consisting of an Auto Encoder for design space exploration.
[Python] [C/C++] [Verilog] [Matlab]
Infosys Ltd.
Systems Engineer, Oracle Applications.
Experience Letter
- Software developer responsible for production environment support and maintenance.
- Designed an embedded medical diagnostics system based on integration of Natural Language Processing and Google speech recognition with an accuracy of 96%.
[Java] [SQL] [Python] [C/C++]
Pramati Technologies Pvt. Ltd.
Associate Systems Engineer, Oracle Applications.
Experience Letter
- Software developer in Scrum methodology in a globally distributed team environment.
[SQL] [C/C++] [Java] [Docker]