Ayush

My Experience

Software Engineering Intern @ CDS-AI

Sep 2025 - Present

React
TypeScript
Docker
Geospatial Data
GenAI
  • Architected and deployed a map-based interview platform with React and geospatial data visualization, empowering Woodwell Climate Research Center to evaluate candidate expertise through interactive geographic interfaces
  • Containerized full-stack applications using Docker, enabling reproducible deployments and streamlined integration across distributed research clusters
  • Collaborating with the CDS-AI core team to design and implement scalable AI infrastructure supporting multi-institutional data science workflows
Impact:

Accelerated research team onboarding and evaluation processes by 40% through interactive geospatial tools, while enabling seamless cross-cluster deployments for climate science research.

Software Engineering Intern @ MGHPCC (Unity HPC Cluster)

May 2025 - Aug 2025

Python
SLURM
Pandas
Shell
HPC
  • Analyzed 10.9M+ SLURM job records using clustering (DBSCAN) and time-series techniques to detect GPU underutilization on the Unity HPC cluster
  • Built automated pipelines with Python, pandas, and NumPy for workload pattern detection, anomaly flagging, and resource optimization
  • Automated analysis of 9+ months of telemetry data, saving 3,000+ GPU VRAM hours and guiding outreach to improve efficiency across 1,400+ high-performance GPU nodes
Impact:

Delivered significant cost savings through GPU optimization analysis, directly contributing to more efficient resource allocation across a major HPC cluster serving the research community.

Head of Technical Operations @ Instilt Educate

June 2021 - Present

JavaScript
Node.js
Automation
Cloud
Leadership
  • Leading a team of 10+ engineers, driving weekly sprint meetings
  • Managing technical operations and system access control for 300+ users
  • Building automated data pipelines and onboarding tools
  • Led backend re-architecture for scalable, high-performance systems, emphasizing developer velocity
  • Created scheduling automation with Google Calendar and Zoom APIs, saving 10+ hours per week
Impact:

Streamlined onboarding, improved developer velocity, and saved significant manual hours through automation and scalable systems.

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