Badges
Certifications
gwabhi22 has not earned any certificates yet.
Work Experience
Undergraduate Researcher
University of Wisconsin - Madison•  September 2023 - Present•  Madison, Wisconsin, USA
• Collaborated with reserach team to validate research using Generative AI to simulate material structures. • Led a team of 4 utilizing Generative AI, LLMs and structural information to predict novel materials with desired bandgaps. • Integrated HTCondor to leverage large-scale Conditional Variational Autoencoders (CVAEs), Neural networks and MaterialGen to analyze datasets of over 415,000 material crystals, uncovering hidden patterns and relationships between structure and properties. • Extracted valuable insights from data using PyTorch and Pandas, increasing desired material predictions by 50%.
Systems Administrator Intern
Morgridge Institute for Research•  January 2024 - Present•  Madison, Wisconsin, USA
• Aided management of a distributed system of 1012 Linux servers for high throughput computing projects at CERN and LIGO. • Created Bash scripts and fixed critical bugs, increasing average server uptime by 200%. • Utilized Python, Puppet, and Cobbler to manage system servers, saving 100 hours per month on troubleshooting. • Added 100 new servers to the fleet, putting into use hardware worth 800,000 USD that was sitting idle. • Successfully upgraded CentOS on more than 300 servers, enhancing system security and performance. • Collaborated with the Infrastructure team to manage and maintain the server fleet, increasing system uptime by 100%. • Performed hardware changes and tested server components to ensure seamless operation and reliability.
Full Stack Engineer
Stacksville LLC.•  April 2023 - January 2024•  Madison, Wisconsin, USA
• Spearheaded development of event driven microservices in Node.js with Kafka, as part of IaaS product. • Automated cloud infrastructure provisioning on AWS and Linode using Terraform. • Leveraged CI/CD to streamline deployment processes along with containerization on Docker, reducing deployment times by 500%. • Enhanced security for 100% platform interactions by introducing JWT tokens OAuth integration, and ensuring seamless user management. • Optimized request handling in REST APIs with Python and Node.js, achieving a 50% boost in response time and robust error handling. • Crafted platform dashboards leveraging React.js, Redux and CSS amplifying dashboard speeds by over 20%, refining user interactions and engagement. • Configured Kafka on client machines using Ansible, ensuring consistent and reliable data processing. • Modeled and managed complex structural data in MySQL and MariaDB. • Pioneered research initiatives for new features, fostering cross-team integration and version maintenance through Git.
Lead Backend Developer
SyncPhony•  July 2022 - April 2023•  Mumbai, Maharashtra, India
• Directed a team of 5 in migrating to a self-hosted Heroku deployment, boosting performance and cost-efficiency. • Conceived a monolithic REST API using Django integrated with MySQL, efficiently handling 300,000+ records. • Implemented Google OAuth and GitHub OAuth, reducing login times by 60%. • Scaled the system with RabbitMQ, maintaining stability as the user base grew 100x.
Education
University of Wisconsin - Madison
Computer Science, BS•  September 2022 - Present•  GPA: 4
Dean's Honors List for Academic Excellence in Fall 2022, Spring 2023, Fall 2023 and Spring 2024
Links
Skills
gwabhi22 has not updated skills details yet.