---
title: About Sudhanva Narayana
description: Professional experience, education, impact, and technical focus.
canonical: https://sudhanva.me/about/
last-updated: 2026-10-01
---

# About Sudhanva Narayana

Sudhanva Narayana is a Senior Machine Learning Engineer at Montai Therapeutics,
based in the San Francisco Bay Area. He owns the production ML infrastructure,
including 10B+-row batch prediction pipelines, multi-GPU training and build
clusters, autoscaling Kubernetes platforms with Ray and Flyte, CI/CD,
Prometheus/Grafana monitoring, and cloud-cost optimization.

Previously, Sudhanva deployed a real-time transformer event pipeline at
Autodesk, built multi-regional geospatial ML infrastructure for satellite
imagery at Pixxel, led an NLP chatbot API team at Initiable Intelligence, and
built student-facing software at DCT Academy. He holds an M.S. in Artificial
Intelligence from Northeastern University and a B.S. in Computer Science from
PES University.

His core stack includes Kubernetes, Ray, Flyte, PyTorch (DDP), TensorFlow,
Terraform, Argo CD, Prometheus, Grafana, Python, and AWS/GCP/Azure. This site
collects architectural case studies and practical lessons from building and
operating those systems.

- [Full HTML profile](https://sudhanva.me/about/)
- [HTML resume](https://sudhanva.me/resume/)
- [Resume PDF](https://sudhanva.me/sudhanva-narayana-mle-resume.pdf)
- [Selected work](https://sudhanva.me/work/)
- [Production ML systems expertise](https://sudhanva.me/expertise/production-ml-systems/)
- [Public profile API](https://sudhanva.me/api/v1/profile)