A decade of building, researching, & serving.

Architect end-to-end agentic workflows that link cognitive intelligence (LLMs/VLMs) to physical systems — orchestrating multi-agent systems for autonomous process control and mission planning.

• Built the centralized chatbot interface for our cognitive-physical platform: a single natural-language UI that runs robotic missions and retrieves technical knowledge via GraphRAG.
• Integrated Vision-Language-Action (VLA) models directly into agentic architectures, giving agents physical grounding and bridging reasoning to real-world actuation.
• Drive prototyping cadence inside a small agile team within OCTO — early proof-of-concept of emerging tech for division-wide adoption.

Tech stack: AutoGen · Semantic Kernel · LangChain · MCP · VLA models · RAG / GraphRAG · LLMs / SLMs · Azure AI · agent observability.

Built a transformer-based NLP model for code generation from English text, targeted at the Robot Operating System (ROS).

Tech stack: PyTorch · GPT · ROS · Gazebo · Python · Jupyter · CloudSim · Azure · Codex.

Created production data pipelines and a metrics anomaly-detection system for large-scale log data.

Tech stack: SQL · Presto · Python · Jupyter · Prophet for ML.

Tuned custom SIEM correlation rules in Azure Security Center to detect lateral movement and privilege escalation, cutting MTTD for phishing attacks. Hardened critical infrastructure by deploying Secure Admin Workstations (SAW) with Just-In-Time admin access and conditional-access policies.

Tech stack: Azure Cloud Security · Zero Trust · SIEM · Threat Intelligence.