Engineers and engineering leaders who build, deploy, and scale software systems.

Applying AI tools and techniques to professional workflows — assign alongside more specific AI topics.

Building, training, and deploying machine learning models — from classical ML to deep learning.

Designing scalable, reliable software systems — architecture patterns, distributed systems, and technical tradeoffs.

Operating and deploying large language models in production — fine-tuning, inference, monitoring, and cost optimization.

Benchmark, tune and deploy both vLLM and SGLang, then choose the right engine using measured latency, throughput and GPU cost.

MIT PhD | Vizuara Co-founder

Dr. Sreedath Panat