Rahul Kodarapu Email & Phone Number

Bremen, Germany

Bangalore Urban, Karnataka, India

- Consultant to the Data Science team at Dognosis

Berlin, Germany

- Research and development of machine learning algorithms for breast cancer medical applications for surgical navigation, a major focus on CNN-based object detection with the object of interest being a biopsy marker in raw ultrasound data.- Performed end-to-end machine learning model development, overseeing data labeling, preprocessing, model training, evaluation, and deployment.- Implemented optimization techniques in training, including efficient data preprocessing through methods like tfrecord files and automated hyperparameter optimization.- Successfully minimized Inference model latency through various deployment optimizations.- Furthermore, designed and conducted various experiments for post-training analysis, delving into different features of the data. This deep analysis enabled me to fine-tune both the data and the model for enhanced performance.

Berlin, Germany

Research and development of machine learning algorithms for breast cancer medical applications for surgical navigation, a major focus on CNN-based object detection with the object of interest being a biopsy marker in raw ultrasound data. (Contract transferred to Aura Health Technologies)

Berlin Area, Germany

- Worked on Deep Learning based Segmentation algorithm as a part of master thesis.- Developed an MFC based C++ Software that facilitates the detection of a biopsy marker in a breast tumor with the help of an ultrasound device- Developed a python pipeline that reads the ultrasound data and converts it into a B-Mode Image-

Hyderabad Area, India

Worked on Bachelor's Major Project: Smart Wireless Sensor Network for Monitoring an Agricultural Environment.

Hyderabad Area, India

Worked on Bachelor's Minor Project: Automatic Street Light Control System

Master Of Science - Ms, Digital Engineering, 2.2 (German Grade 2,2 Translates To An International Equivalent Score Of 85%)

Major focus on AI & IoT Devices. Course Highlights: Machine Learning, Data Mining, Swarm Intelligence, Information Retrieval, IoT Devices.

Bachelor Of Technology - Btech, Electrical, Electronics And Communications Engineering, 70.4%

Major focus on Electronic devices and Telecommunication. Course Highlights: Electronic Circuits, Cellular \& Mobile Communications.