Priya Nair - Senior ML Engineer at Synapse AI Labs

Priya Nair

Senior Ml Engineer

Synapse AI Labs

LinkedIn: demo://priya-nair

Resonance

3.3

Dissonance

2.3

Experience

Senior Ml Engineer

Synapse AI Labs

2022 - Present

Develops and fine-tunes large language models for enterprise agentic workflows. Leads the inference optimization team, achieving 40% latency reduction via speculative decoding and quantization. Co-author on two internal research publications.

Software Engineer

Novalith Systems

2019 - 2022

Built backend services for real-time threat detection pipelines processing 50B+ events daily. Led migration of monolithic security data platform to event-driven microservices on AWS, reducing alert latency by 70%.

Education

M.S. Computer Science (ai/ml Track)

Stanford University • Stanford, California, USA

2017 - 2019

B.S. Computer Science

Carnegie Mellon University

2013 - 2017

3 Reviews

3.0

2.0

Mar 21, 2026Last edited on Mar 21, 2026

Brilliant, but working with her is a bit of a one-...

Reviewed by a colleague

Strength: Knowledge depth, technical clarity, delivers what she commits to

Weakness: Collaborative frame is unidirectional — peer inputs don't visibly change the work

0 comments

2.0

4.0

Mar 21, 2026Last edited on Mar 21, 2026

The implementation is great. Being her collaborato...

Reviewed by a colleague

Strength: Implementation quality, ownership of delivery, technical depth

Weakness: Collaborative dynamic is transactional at best; doesn't genuinely invite input from peers once she has a direction

0 comments

5.0

1.0

Mar 21, 2026Last edited on Mar 21, 2026

The engineer I want on my side for any hard proble...

Reviewed by a colleague

Strength: Deep systems architecture thinking, exceptional follow-through on complex ML work, pushes quality well past what's required

Weakness: Documentation is often an afterthought — brilliant code that only she initially understands

0 comments

Showing 1-3 of 3 reviews