Ayush

My Experience

Software Engineering Intern @ CDS-AI

Sep 2025 - Present

React
TypeScript
Docker
PostgreSQL
S3
Computer Vision
Geospatial Data
  • Built backend data pipelines (PostgreSQL, S3) to ingest, standardize, and store multi-organization salt marsh data for a Massachusetts DEP-funded initiative, supporting 100+ researchers across 20+ organizations
  • Implemented reliable synchronization of multi-organization datasets to NAS storage, handling heterogeneous formats with schema mapping, incremental updates, and fault-tolerant batch processing
  • Developed a multi-tenant web portal with role-based access control to manage 1,000+ weekly field records, improving data integrity and usability
  • Prototyped a computer vision pipeline to digitize handwritten field forms, reducing manual transcription effort
  • Built containerized React tools with interactive geospatial visualizations for reproducible deployment at Woodwell Climate Research Center, supporting external research partners
Impact:

Enabled efficient management and standardization of salt marsh data across Massachusetts, supporting critical environmental research through scalable data infrastructure and automated workflows.

Software Engineering Intern @ MGHPCC (Unity HPC Cluster)

May 2025 - Aug 2025

Python
SLURM
SQL
Linux
CI/CD
GitHub Actions
DBSCAN
HPC
  • Engineered low-latency telemetry pipelines in a Linux-based HPC environment to process 12+ months of cluster activity, enabling real-time monitoring and faster incident response
  • Optimized SQL queries and data indexing strategies to accelerate SLURM log analysis by 80%, enabling faster anomaly detection across 10.9M+ job records
  • Applied unsupervised clustering (DBSCAN) to identify 63,000+ underutilized A100 GPU hours, uncovering $120K+ in wasted compute resources
  • Collaborated in Agile sprints to build CI/CD pipelines with GitHub Actions and pytest, conducting code reviews and automating testing for monitoring services
Impact:

Uncovered $120K+ in wasted compute resources through GPU optimization analysis and accelerated log analysis by 80%, directly improving resource allocation and incident response across a major HPC cluster serving the research community.

Head of Technical Operations @ Instilt Educate

June 2021 - May 2025

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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