Distinguished AI Researcher

10+ years hands-on experience with ML/AI and

5+ years building and shipping ML systems with direct production impact.

Knowledge and expertise in the following areas:

: Deep Learning, Reinforcement Learning, anomaly detection, Bayesian inference, gradient boosting, sequence models, HMMs, etc.

: tokenizer/training pipeline design; SFT/DPO/GRPO; retrieval design (chunking, hybrid search, routing); evaluation methods (faithfulness, grounding, LLM-as-a-judge); agents (tool schemas, memory, planning).

: entity/relationship graphs, link prediction, GNNs (e.g., variational GAE), dynamic graph learning.

Distinguished AI Researcher

to collaborate on the strategy, vision, and execution of the AI elements in Vectra’s groundbreaking initiative to transform the Security Operations Center (SOC).

This solution harnesses

Agentic AI approaches

to radically transform the entire SOC operational model, enabling enterprises to more intelligently process alerts, to identify and resolve real threats faster, and to identify changes to the environment that will lead to better future outcomes.

hands-on leadership role,