Work Experience
Machine Learning Engineer - Parfait Feb 2022 - Present
Modelling and extracting facial key points using novel Machine Learning algorithms to match and customize tailored hair, extensions for customers just from their home comfort.
Research Bioinformatician (Machine Learning)- Cedars Sinai Medical Center (BioImage Informatics Lab) July 2021 - Feb 2022
Implemented Computer Vision and Machine Learning algorithms to whole slide images, by first anonymizing the slides, and feature extraction, texture segmentation to measure P values for making cluster of Paneth cells for 5 stages cancer classification using K-means.
Computer Vision and Deep Learning Intern - Norfolk Southern Cooperation. January 2021 - May 2021
Computer Vision approach for railway track defect detection.
Deep Learning semantic segmentation for airhose detection along with localization and evaluating test time accuracy.
Machine Learning Intern - Frenzy AI. October 2020 - January 2021
Modelling Visual Search using ElasticSearch and KNN and getting recommendation for similar products.
Passing Query image through the API call, getting the image tags from the deployed deep learning model to perform similarity search in around 1 – 1.5 second to display top 30 results.
Building an H-CNN and R-CNN using Tensorflow, Exception, VGG-16, Resnet, Mobilenet frameworks and training new models from ground truth data of clothing categories dataset.