AI Architect · AI Consultant · Forward Deployed Engineer
20+ years in software, including two CTO roles. I work hands-on with business and engineering teams: find where AI creates real value, design the architecture, and ship it to production - not just slides and prototypes.
- AI agents and multi-agent systems - agents that mirror real business workflows, with tool use via MCP and human-in-the-loop approvals
- AI SDLC - AI-native development: spec-first workflows, coding agent teams, AI code review, AI in CI/CD
- RAG and knowledge systems - document intelligence, semantic and hybrid search, internal knowledge bases
- Data at scale - high-volume data collection and processing pipelines, ETL and analytics that feed AI systems
- LLMOps - model routing and fallbacks, cost optimization, evals, observability, self-hosted models
- Voice and speech AI - transcription, diarization, call analytics, voice agents
- AI integrations - connecting LLMs to CRMs, ERPs, e-commerce platforms and internal tools
- AI strategy and audits - readiness assessments, technical audits of AI platforms, scoping and estimation
| Area | Tools |
|---|---|
| AI models | Claude, OpenAI, Gemini · open-source LLMs via Ollama |
| AI SDLC | Claude Code (subagents, hooks, skills), Codex · MCP servers · spec-driven development |
| Agents & RAG | PydanticAI, LangGraph, n8n, OpenClaw · LiteLLM, OpenRouter · Langfuse · Qdrant, Pinecone, pgvector · Whisper, Deepgram, ElevenLabs |
| Backend | Python (FastAPI, Celery, Django), PHP (Laravel), Go, Node.js · gRPC, REST, WebSockets · Kafka, RabbitMQ |
| Data | MySQL, PostgreSQL, TiDB, Aerospike, Redis, MongoDB, InfluxDB · TensorFlow, BigQuery, Airflow, Scrapy, Typesense |
| Cloud & DevOps | AWS, GCP, Azure, Cloudflare · Docker, Kubernetes, Traefik, nginx · GitHub Actions, GitLab CI, Jenkins, Ansible, Terraform · Grafana, Prometheus, Loki |
| Frontend | TypeScript, React, Next.js, Angular, Astro, Tailwind CSS |
| E-commerce & CMS | Magento 2, Shopify, WooCommerce, WordPress · GA4, Google Ads |
| Mobile | Flutter, React Native, Supabase, Firebase, RevenueCat |
| Cybersecurity | OWASP · Burp Suite · Snyk · Trivy · HashiCorp Vault · OAuth 2.0, OIDC · Cloudflare WAF |
| Business systems | Zoho One, Odoo |
E-commerce/Marketplaces · Proptech and big data · Retail price intelligence· Healthcare · Cybersecurity · Sales and CRM automation · Business Intelligence & Analytics · AI for SMBs · Networking & Infrastructure · IoT · Logistics & Supply Chain · Automotive · Travel & Hospitality