Aug 2020 – Jan 2022 · 1 yr 5 mos · Pune, Maharashtra, India

• Worked in New Switch org that modernizes Authorization and Clearing transaction flows using Publish-Subscribe based microservices. Handled end-to-end consumption and storage of transactional messages throughout SDLC from design to deployment.
• Developed a mock publisher to enable functional testing, that accepts payloads from REST endpoints and publishes protobuf messages to the corresponding messaging queue.
• Self developed and executed performance test setup integrated with Dynatrace to benchmark our application’s performance.
• Innovated a solution and developed a POC to filter and store logs from multiple apps deployed in cloud using CLI rather than manual checking or scraping the website through webdriver.
• Developed a Linux-based report generator in Awk and Python to analyse accumulated application logs and provide business insights.

May 2019 – Jul 2019 · 2 mos · JFWTC, Bangalore

• Data Augmentation and Anomaly Detection in Medical Ultrasound images using different Generative Adversarial Network (GAN) architectures
• Designed a generative model using modified DCGAN architecture to accommodate for gray-scaled cardiac ultrasound images of 256x256 resolution.
• Implemented Wasserstein losses from WGAN architecture for improved training and perception.
• Synthesized photo-realistic images, inseparable from actual images by an experienced radiologist.
• Proposed and implemented AnoGAN model to detect anomalies based on feature-matching losses. Further, the model generates a closest looking image without anomalous regions.