Ayush

My Experience

Data Science Intern @ MGHPCC (Unity HPC Cluster)

May 2025 - Present

Python
SLURM
Pandas
Shell
HPC
  • Analyzing GPU workload efficiency and identifying underutilization of high-performance GPU nodes
  • Developing automated pipelines for workload analysis and resource optimization
  • Automating the analysis of 9+ months of SLURM records to detect underutilization patterns, enabling targeted user outreach and maximizing the impact of 1400+ GPU nodes for 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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