AI ENGINEERING
Production AI systems that actually ship
From RAG pipelines to agentic workflows and security automation — built to run in production, not just demos.
RAG Systems
End-to-end retrieval-augmented generation with Weaviate, LangChain, and Anthropic Claude. Built for accuracy at scale.
Learn moreAgentic Workflows
Autonomous LangGraph agents that reason, act, and deliver outcomes 24/7 — with full observability and guardrails.
Learn moreSecurity Automation
AI-powered security pipelines: threat detection, automated response, and audit tooling for enterprise environments.
Learn moreFull-Stack AI Apps
Ship complete AI products with FastAPI + Next.js + Vercel — from proof-of-concept to production in days.
Learn moreOPEN SOURCE & PROJECTS
Building in public on GitHub
Real AI systems under active development — RAG architectures, agentic automation, and security tooling.
- Sentinel-AI — LangGraph + Weaviate security automation platform
- InvestBet — full-stack AI financial analysis app
- RAG Toolkit — production-ready retrieval pipeline templates
- Prompt Library — 100+ battle-tested LLM system prompts
WHY WORK WITH ME
Build business value with trusted AI
Built on precision, speed, and measurable results—AI systems that actually perform in production.
Watch the intro videoFast to production
From brief to deployed agent in days. I prioritize shipping over endless planning and meetings.
Learn morePrecision-engineered
Every prompt, every workflow, every agent built for reliability and performance at scale.
Learn moreMeasurable results
AI that moves your metrics. I focus on ROI—reduced costs, faster cycles, and real growth.
Learn moreAI NEWS AND INSIGHTS
AI insights and updates
My perspective on what matters in AI, automation, and building fast products.
AI USE CASES
Discover what I can do for you
For organizations
Work smarter and use AI to automate and grow your business processes.
Learn moreFor personal use
Supercharge your productivity with custom AI tools built around your workflow.
Learn moreFor industry
AI use cases that drive real results for your specific sector and niche.
Learn moreFor education
Use AI to personalize learning, generate content, and boost outcomes.
Learn moreFor developers
Build smarter apps with powerful AI tools, agents, and automation APIs.
Learn moreFor creators
Grow your brand, generate content, and monetize your AI knowledge.
Learn more
Frequently asked questions
What is prompt engineering and why does it matter?
Prompt engineering is the practice of crafting precise instructions that guide AI models to produce reliable, accurate outputs. The quality of your prompts directly determines the quality of AI results—poor prompts waste compute, produce errors, and break workflows.
How can AI agents help my business?
AI agents are autonomous software systems that can perceive information, make decisions, and take actions to complete tasks. They can handle customer support, research, data processing, lead generation, and complex multi-step workflows—running 24/7 without supervision.
What tools and platforms do you work with?
I work with the full modern AI stack: OpenAI, Claude, Gemini, Mistral for LLMs; n8n, Make, Zapier for automation; LangChain and custom frameworks for agents; Supabase, PostgreSQL for data; and Vercel for deployment.
How long does it take to build and deploy an AI agent?
Most agents can be scoped, built, and deployed within 2–7 days for well-defined use cases. Complex multi-agent systems with custom integrations typically take 2–4 weeks. I prioritize fast iteration and production-ready delivery.
What is Vibe Coding?
Vibe Coding is AI-assisted development where you use tools like Cursor, Copilot, and Claude to ship features dramatically faster. Instead of writing every line manually, you describe what you want and guide the AI to generate production-ready code.
Do you offer ongoing support and maintenance?
Yes. I offer retainer engagements for ongoing AI system maintenance, optimization, and expansion. Whether you need prompt tuning, agent monitoring, or new features, I provide reliable ongoing support.
AI RESOURCES FOR BUILDERS
Begin your AI journey
Resources and access to get started—wherever you are in your AI transformation.
Start with the blog
In-depth articles on AI agents, prompt engineering, automation, and growth strategies.
Read the blogExplore the store
Browse templates, playbooks, and ready-to-deploy agent systems to ship faster.
Open the store订阅每周战术邮件
关于 AI agents、自动化、SEO/AEO 与快速交付的高密度内容。