Ratish Jha Email & Phone Number

=> Single Zero Downtime Deployment: Streamlined Deployment Across Platforms: Successfully identified a common framework in the deployment process for various applications hosted on both On-prem Data Centers and AWS cloud in different regions. This strategic identification streamlined operations, enhancing consistency and efficiency in deployment across diverse hosting environments. Innovated Zero-Downtime Deployment Strategy: Developed and implemented a deployment process for small patches during working hours that required zero downtime. This involved meticulous handling of sticky sessions and other complexities, utilizing a blend of automated and manual checks. If a health check failed, deployment would be halted to the next set of servers. This innovative approach allowed for rapid delivery of quick fixes without disrupting service, greatly improving operational agility and customer experience.=> Enhancing Large Language Models Knowledge: Embraced New Challenges in Machine Learning: Proactively ventured into the complex field of Deep Learning models during graduate studies, demonstrating a strong commitment to continuous learning and skill development in cutting-edge technologies. Innovative Application of DistillBert Model: Successfully fine-tuned a DistillBert model to analyze accident descriptions from Autonomous Vehicle Collision Reports provided by the California DMV. This project showcased the ability to determine fault in accidents, either by the driver or the vehicle's autonomous system, enhancing understanding of autonomous vehicle safety. Developing Advanced Genomic Analysis Tool: Currently engaged in the development of the LookingGlass 2.0 model, a BERT-based Large Language Model pre-trained on Masked Genome Sequences. This model is being fine-tuned to function as a classifier for protein sequences, potentially revolutionizing the approach to genomic research and protein sequence analysis.=> Distributed Systems: Expanding Skills in Application Development: Embraced the challenge of Java development as a Graduate Student, seizing the opportunity to build a "Consistent Hashing System for Distributed Application". This project was a significant learning experience, mastering two major concepts in application development: Socket Programming and Multi-Threaded applications. This endeavor not only expanded personal technical skillset but also added valuable expertise in complex application development.