Manogna Sabbani Email & Phone Number

New York, Ny, Us

New York, New York, United States

As an Artificial Intelligence Engineer at Radical AI, I am leveraging technologies such as OpenAI and Google Gemini to develop ReX, an AI Coach who serves as a steadfast career companion for learners,offering personalized coaching, mentorship, and support throughout the various phases of their career lifecycle.

Cardiac Trabeculation Segmentation using ML: Implemented a state-of-the-art ML algorithm for fast image segmentation, achieving high performance with minimal training data and reduced training time. A successive subspace-based learning method called ‘PixelHop’ was implemented to handle issues faced in traditional ML algorithms.• Data Annotation and Models Comparison: Performed image annotation and Zebrafish Heart Image Segmentation using an encoder-decoder neural network - 2D U-Net for comparison purpose.• Model Evaluation: Evaluated the U-net model using Intersection over Union score (IoU) & improved IoU score by 80% through hyperparameter tuning and model building.• Data Generation: Generated IoU and Boundary F1 scores using 19 images for binary class segmentation, and 11 for multi-class segmentation.• Visualisations and Paper: Visualized results using violin plot and swarm plot in RStudio and VS Code and worked on writing the research paper according to IEEE TMI standards.• Technologies Used: 2D U-Net, PixelHop, Visual Studio Code, RStudio

Bengaluru, Karnataka, India

• Analyzed the end-to-end code flow about the Analytics component of the Pan, Tilt and Zoom camera(PTZ) on Windows OS.• Collaborated on converting the PTZ features to Linux OS and on reducing the response time of the camera.• Tested the proper execution of PTZ camera on the company software - AllgoVision Analytics on different test cases by checking video outputs and analyzing camera logs.• Developed docker builds and did code cleanup by fixing errors & warnings of various levels in C++ on Visual Studio Code.

Master'S Degree

Bachelor Of Technology - Btech, Electronics And Communications Engineering