Shreyas Shende

• Designed and automated production ETL pipelines integrating data from 7+ enterprise APIs (Jira, Rally, OpenPages, etc.), processing ~35K records daily through scheduled AutoSys workflows, reducing pipeline failures by 30% and improving data reliability, resiliency, and quality through validation, structured logging, and fault-tolerant error handling.
• Built Agentic AI workflows leveraging enterprise GPT services to automate classification of 100+ monthly operational risk records — identifying cloud providers, cloud services, business impacts, and AI-related issues — with human-in-the-loop validation for audit readiness.
• Developed internal AI agents for Jira issue classification and automated pull request reviews, flagging security risks, coding standard violations, exposed secrets, and performance concerns before deployment.
• Automated CI/CD by configuring and maintaining 15 Jenkins pipelines and deployment workflows, while building operational Power BI dashboards and database fallback strategies over 2M+ records to improve monitoring and platform reliability.

• Built an end-to-end RNA-seq analysis pipeline in Python and PyTorch Geometric, automating data preprocessing, graph construction, model training, and feature selection across Cervical, Kidney, Alzheimer, and Lung cancer datasets; reduced feature space by >90% and improved classification accuracy by 5–10% over DESeq2 and EdgeR.
• Led a 3-member research team in collaboration with Brown University's Alpert Medical School to source and validate clinical RNA-seq datasets, resulting in a co-authored research paper demonstrating the pipeline's adaptability across diverse genomic datasets.

• Automated Python and Bash ETL workflows, reducing manual mapping effort by 90% and improving pipeline reliability.
• Built a Streamlit dashboard integrated with Oracle REST APIs to automate reporting across 20K+ records while implementing CI/CD validation and post-clone automation that reduced environment downtime from 4+ hours to 1 hour.

GPA 3.95/4.0

GPA 3.66/4.0