What I Deliver
Agentic workflows, grounded retrieval, and production operations that keep latency, cost, and safety in check.
Agent Orchestration
Multi-agent systems with safe tool use, planning, and hand-offs.
- LangChain/LangGraph workflows
- Secure tool adapters
- Human-in-the-loop controls
Grounded Retrieval
Precise RAG pipelines that stay in sync with your data.
- Vector search & hybrid retrieval
- Chunking & reranking strategies
- Freshness & sync jobs
Evaluation & Guardrails
Observability and evals to keep accuracy, safety, and cost on target.
- Offline/online eval suites
- Cost & latency monitoring
- Red-teaming and safety checks
Integrations
Connect AI to the rest of your stack for real business workflows.
- APIs, webhooks, and CRMs
- Slack/Discord automations
- Cloud functions & queues
Performance Tuning
Fast, predictable systems with caching, batching, and fallbacks.
- Prompt optimization
- Caching strategies
- Retrieval + generation fallbacks
Productization
Ship features with CI/CD, feature flags, and staged rollouts.
- Staging & canary releases
- CI for prompts & configs
- Post-deploy monitoring
Build & Validation Process
Lightweight iterations with measurable evals so we know when the system is safe to ship.
Problem & Data Discovery
Clarify the user journey, target tasks, and available data sources for grounding.
Architecture & Prototypes
Design the agent/RAG architecture and validate with fast prototypes and evals.
Build & Integrate
Implement pipelines, tools, and APIs with authentication, logging, and cost controls.
Evals, Hardening & Launch
Run regressions, red-team tests, and launch with dashboards and incident playbooks.
Featured AI Builds
Recent agentic, retrieval, and automation projects.
RunVSAgent
Multi-agent developer assistant that spins VS Code sandboxes, runs tools, and verifies changes.
Cyber-Security-LLM-Agents
LLM agents for security triage and response with tool-augmented analysis.
AI-Travel-Agent
Travel planning agent with retrieval, budget constraints, and multi-step itinerary generation.
Patentpath
Patent search RAG stack with reranking, evaluations, and domain-specific guardrails.