Somya Rani Email & Phone Number

Bengaluru, KA, IN

Bengaluru, Karnataka, India

Worked on developing deeplearning algorithms for sport analytics.Worked on object-detection, segmentation task for player detection, calibration.Developed custom-based metrics for team-identification, calibration and player-detection.Experience in writing docker, launching docker jobs, CI/CD pipelines

Bengaluru, Karnataka, India

Designed object detections (Yolo V5, Faster RCNN), segmentations (UNet), and classifications (ResNet50) models for medical MRI datasets, to detect (or classify) different types of pathologiesImproved models’ precision by 7% by ensembling detection and classifier models to reduce FPsWorked on multiple data pre-processing and data augmentation pipelines for.

Bangalore

Deployed multiple models for Traffic Videos Analytics to detect rash driving, get vehicle count, red light violations, vehicle tracking, and speed estimation, etc. for CCTV footageOptimized Faster RCNN garbage detection model for faster CPU inference and deployed it into Intel’s OpenVino hardware for offline inferenceWorked on database design for data.

Bengaluru Area, India

As a data scientist in the video-analytics domain, my work revolves around building and deploying deep learning models for use-cases involved for smart cities. Optimising the deep learning architectures for real-time detection. Involvement of image pre-processing techniques using Opencv and Scikit-image.

As a trend-watcher at A.I. Cafe, my work revolves around sharing new research which is happening in the area of Artificial Intelligence.

Amsterdam Area, Netherlands

At deepkapha.ai, I work as a Deep Learning Intern in Computer-Vision where I work on state-of-the art models like Mask R-CNN, Star-GAN etc., and make a prototype/tutorial of these models mentioned in research papers.

Gurgaon, Haryana, India

Designed a wellness-detector for the senior citizens of India using Inception v3 model. Currently, the model is being deployed on an Android app for enabling the users to use it.

Bagru, Jaipur

As a data analysis intern at HPCL, I was assigned the work of studying the consumption pattern of the plant for different areas and to find out any effective measure through the use of data analysis if the consumption pattern could be reduced leading to a cost reduction in the electricity consumption of the plant.

Bachelor'S Degree, Electrical Engineering

Activities and Societies: Student member of the Placement Comittes

Secondary Education, Science

Activities and Societies: Debate Team