iOS World Agents – Embodied AI Evaluation Framework
Embodied evaluation framework for LLM-driven agents executing real iOS actions in simulator environments.
Portfolio
NetGuard – Agentic AI for Cybersecurity
Serverless multi-agent cybersecurity system for real-time threat detection and compliance enforcement.
FactoryOps AI Agent
On-Site Manufacturing Co-Pilot — A local-first AI agent system deployed inside factories to help operators, supervisors, and managers make decisions in real time..
ConfluBot – AI Assistant for Confluence
RAG-based AI assistant for semantic search and knowledge retrieval in Confluence.
Elastic-Depth Pretraining (EDP)
Dynamic Depth Allocation via Second-Order Residual Dynamics.
Search-Embedding-lab
Training Transformer Embeddings for Semantic Search.
Enough Thinking Efficient Reasoning via GRPO + SEAL + MCP
Teaching Large Reasoning Models when to think — and when not to