About

Dinesh Kumar Kaveti is a seasoned software engineer with over 3 years of experience in the industry. Currently working at Myntra, he has gained a wealth of experience in software development and testing, specializing in Python, microservices, and adversarial networks. Dinesh previously worked at Mastercard, where he was part of the New Switch org that modernized Authorization and Clearing transaction flows using Publish-Subscribe based microservices. He was responsible for handling end-to-end consumption and storage of transactional messages throughout SDLC from design to deployment. He also developed a mock publisher to enable functional testing and executed performance test setup integrated with Dynatrace to benchmark the application's performance. Dinesh also innovated a solution and developed a POC to filter and store logs from multiple apps deployed in the cloud using CLI rather than manual checking or scraping the website through webdriver. He developed a Linux-based report generator in Awk and Python to analyze accumulated application logs and provide business insights. Dinesh's experience also includes an internship at General Electric, where he worked on data augmentation and anomaly detection in medical ultrasound images using different Generative Adversarial Network (GAN) architectures. He designed a generative model using modified DCGAN architecture to accommodate gray-scaled cardiac ultrasound images of 256x256 resolution. He also implemented Wasserstein losses from WGAN architecture for improved training and perception and synthesized photo-realistic images inseparable from actual images by an experienced radiologist. Dinesh proposed and implemented AnoGAN model to detect anomalies based on feature-matching losses. Further, the model generates a closest looking image without anomalous regions. Dinesh holds a Bachelor of Science in Mathematics from Indian Institute of Technology, Kanpur. He is proficient in software engineering and testing, Python, microservices, and adversarial networks. His experience and skills make him an asset to any organization seeking a software engineer with a strong background in testing and development.