Feb 2021 – Present · 5 yrs 1 mo · San Francisco Bay Area

• • Gmail

Jun 2019 – Aug 2019 · 2 mos

• Implemented the very first PyTorch version of an end to end trainable Superpixel generation framework.
• Devised a novel self supervised image segmentation algorithm based on Superpixels and Optical flow.
• Enabled features such as Deep Product Search, Smart Crop and Region Selection in Adobe Photoshop to detect any object as compared to a limited number of supervised objects beforehand.

Jul 2017 – Aug 2018 · 1 yr 1 mo · Noida Area, India

• Intelligent Digitization of Paper Forms: Adobe Experience Manager - Flamingo
• Developed a web system to automatically digitize forms for clients including US government departments like medicine and finance.
• Designed and implemented a web platform to segment and annotate form components from form images to train neural networks.
• Lead the annotation process using the above platform by training and managing a team of 75, while assuring annotation quality.
• Engineered heuristics for augmenting the training dataset for infrequent patterns leading to a 200% increase in the size of the training dataset as well as an 8% increase in the precision of the model.
• Architected and trained a separate convolutional neural network for each of the form components with F1-scores above 90%.
• Exposed Tensorflow models as an asynchronous microservice using RabbitMQ and WSGI.
• Implemented a microservice to heuristically merge the output of the above neural networks to generate a hierarchical form structure.

Jul 2016 – Jun 2017 · 11 mos · Noida Area, India

Jan 2016 – May 2016 · 4 mos · Kharagpur Area, India

• Responsibilities included grading assignments and exams, conducting lab sessions and preparing supplementary reading material.

Jul 2015 – Nov 2015 · 4 mos · Kharagpur Area, India

• Responsibilities included grading assignments and exams, conducting lab sessions and preparing supplementary reading material.

May 2015 – Jul 2015 · 2 mos · India

• Collected management logs of the cloud workload (Application/ Container) and forwarded them to the security administrator’s log server.
• Implemented a bindable service to secure applications from OWASP Top Ten vulnerabilities using Nginx as a reverse proxy.
• Created a one-click interface to bind the above service to any application in IBM Bluemix.

May 2014 – Jul 2014 · 2 mos · Bengaluru Area, India

• Recommender Systems:
• Developed an end-to-end web application to explore music and movies based on popularity and ratings.
• Developed a recommendation system on more than 100 million records with a processing time of under 2 seconds using Apache Spark.
• Designed and created a rich web interface for the recommendation system.
• Association Rule Mining Library(MLlib):
• Implemented distributed Apriori Algorithm module for Association Rule Mining Library in Scala.