Monish Erode Sridhar

About Monish Erode Sridhar

I am a passionate and driven graduate student in Computer Science at North Carolina State…

Experience

1. Software Engineer Intern

   Melio

   May 2025 — Present · Santa Clara, CA, US

   Refactored a core Python data pipeline—used across all Melio tools daily—into a modular, extensible package using object-oriented design and design patterns, enabling plug-and-play replacement of critical components. Restructured the codebase into a package format with versioned modules and implemented CI-integrated unit testing using pytest.Built a flexible time series clustering framework and integrated backend clustering/classification modules with React-based front-end tools via well-documented APIs; improved logging, error handling, and configuration for production readiness.Built an ML experiment tracking system using TypeScript and MongoDB that processes classification model outputs from multiple data sources, implementing advanced filtering algorithms across experiment parameters (organisms, classifiers, datasets, performance metrics) and developing automated data parsing pipelines that handle complex folder structures and CSV/JSON formats.Designed RESTful API architecture for experiment data management and built interactive performance analysis tools with drill-down capabilities for comparing model results over time, enabling data scientists to identify trends and optimize model selection workflows while architecting the foundation for future GCP integration to support direct model training and testing.

Education

• North Carolina State University

  Master of Science - MS

  2024 — 2026

• Indian Institute of Information Technology Kota

  B.Tech CSE

  2019 — 2023