---
title: About Sudhanva Narayana
description: Professional experience, education, impact, and technical focus.
canonical: https://sudhanva.me/about/
last-updated: 2026-08-21
---

# About Sudhanva Narayana

Sudhanva Narayana is a Senior Machine Learning Engineer at Montai Therapeutics,
based in the San Francisco Bay Area and working remotely. He owns production ML
infrastructure including large batch prediction pipelines, multi-GPU build
systems, autoscaling Kubernetes clusters with Ray and Flyte, deployment
automation, observability, and cloud-cost controls.

Previously, Sudhanva worked on a real-time transformer event pipeline at
Autodesk, multi-regional geospatial ML infrastructure at Pixxel, an NLP chatbot
API at Initiable Intelligence, and 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 areas include ML and AI infrastructure, distributed inference and
training, model serving, Kubernetes, platform engineering, Python, TensorFlow,
PyTorch, Ray, Flyte, Terraform, Argo CD, Prometheus, Grafana, AWS, GCP, and
Azure. The site records practical lessons from building and operating these
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/profile)