NANDINI N
@nandinin
AI & DEEP LEARNING DEVLOPER at Bigcity promotions
Bangalore, India
NANDINI N is a professional with 4+ years of experience in developing Deep Learning and ML applications. Expertise includes OCR, NLP, and Computer Vision using Python. Key skills cover CNN, RNN, LSTM, and object detection techniques like YOLO, demonstrated through implementing various detection and classification models.
Experience
AI & DEEP LEARNING DEVLOPER
Bigcity promotions
Implemented Invoice data extraction using OCR and NLP. Implemented POSM elements detection for AB & bev Brand. Implemented Alcohol Brand detection and chiller purity calculation for AB And Bev brands.
JR. DATA SCIENTIST
Euphonious Innovations Private Limited (Curl tech)
Implemented an algorithm for license plate recognition system using Deep learning and also implemented Number plate classification based on the number plates background colors (i.e., Commercial vehicles, private vehicles, Self-drive vehicles for commercial purpose) using RESNET model. Developed the Segmentation model to extract the region of Road using UNET deep learning model and implemented the Road defects detection (i.e., potholes, cracks, vegetation) by using deep learning model. Implemented the people tracking system using YOLO and Deepsort method and identify the unusual entry of people near to the lake which are inside the park at non visiting hours. Created pipeline for training classification model on various Neural Network architecture such as VGG, Resnet, Inception ect, evaluate the model performance and select the best model based on F1 Score, Accuracy ect and generate the training report.
Education
SJBIT
Mtech in Digital Communication and networking
PESCE
BE in Electronics and communication Eng.