Anudruti Singha Email & Phone Number

Dresden, Sn, De

Erlangen, Bavaria, Germany

Development of joint coding for scene based and object audio for IVAS

• Synchronized the reference system, ensuring precise temporal alignment between MAX30001 and 120GHz FMCW radar data using C++.• Integrated the project with ROS for real-time data capture, leveraging C++ for robust performance.• Established robust serial communication protocols for seamless data transfer between hardware components.• Orchestrated systematic data collection procedures to ensure comprehensive coverage of vital sign variations.• Implemented annotation methodologies to enable supervised learning for neural network training.• Preprocessed and trained neural network models on high-performance computers, achieving accurate detection of vital signs with FMCW radar data.

Erlangen, Bavaria, Germany

- Utilized topological data analysis and statistical feature extraction from segmented time series for data preparation.- Built an RNN architecture for training the model achieved 93% overall accuracy with the trained mode.- Created a data transmission pipeline using scikit-learn and implemented a file logging system for storing model results and parameters.- Implemented the real time interface for the ML model, starting from built process to deployment.

Erlangen, Bavaria, Germany

- Designed an automated database system using Otl lite and SQL plus - Integrated of Mllp-Server Receiver for file transmission. - Designed unit-test frameworks for hierarchical classes and modules. - Integration of new functionality for Automated Time Stamp in message templates.- Designed an end-to-end file management system for Rapid Prototyping - Responsible to optimize the code reprehensibility and data pooling in remote-built servers

Bangalore Urban, Karnataka, India

- Responsible for model designs from Sensor and Mechanical Systems data stream.- Designed an algorithm to Mitigate data Collision in wireless transmission with 82% efficiency- Analyzed performance and developed the Network Layer and signal transmission layer in the OSI mode .- Developed Network and communication handover codes using C++