Work Student

• May 2023 - Present

- Conducted comprehensive data collection, cleaning, labelling, and analysis of audio datasets using Python and MATLAB. - Implementing and optimizing machine learning models, employing filtering methods to enhance prediction accuracy. - Gained experience in C programming and embedded systems concepts, including code execution in Segger embedded studio and implementing an ML classifier and signal processing calculations. - Conducted comprehensive data collection, cleaning, labelling, and analysis of audio datasets using Python and MATLAB. - Implementing and optimizing machine learning models, employing filtering methods to enhance prediction accuracy. - Gained experience in C programming and embedded systems concepts, including code execution in Segger embedded studio and implementing an ML classifier and signal processing calculations.

Scientific Assistant

• Aug 2022 - Present

- Simulation of signal pre-processing using bio-inspired acoustic sensors (in Matlab). - Evaluation of sensor simulations using reservoir computing based on memristive devices (in Matlab). - Optimization of the sensor performance by tuning the model parameters. - Comparison of sensor simulations with established signal pre-processing techniques (in Matlab). - Analysis of data clustering using PCA and t-SNE (in python). - Simulation of signal pre-processing using bio-inspired acoustic sensors (in Matlab). - Evaluation of sensor simulations using reservoir computing based on memristive devices (in Matlab). - Optimization of the sensor performance by tuning the model parameters. - Comparison of sensor simulations with established signal pre-processing techniques (in Matlab). - Analysis of data clustering using PCA and t-SNE (in python).

Student Assistant

• Feb 2023 - Apr 2023

- Conducted in-depth literature survey on DAC and MUX technology and presented research findings to colleagues. - Actively engaged in a hands-on workshop on designing 'useless machine' using Cadence Virtuoso. - Created detailed documentation summarizing workshop content and incorporating valuable insights from fellow participants. - Conducted in-depth literature survey on DAC and MUX technology and presented research findings to colleagues. - Actively engaged in a hands-on workshop on designing 'useless machine' using Cadence Virtuoso. - Created detailed documentation summarizing workshop content and incorporating valuable insights from fellow participants.

Summer Internship

• Jun 2018 - Jul 2018

Internship Trainee

• Jun 2016 - Jun 2016

Internship training program on HVAC design and drafting Internship training program on HVAC design and drafting