From Blog Reader to Strategic Partner
You've read the articles on AI security, automation workflows, and intelligent systems. Now let's build something together. Here's how to work with me on your next project.
Your Path Forward
Step 1: You're Here (Reading the Blog)
You've discovered articles on prompt injection defense, n8n automation, RAG systems, or CI/CD workflows. You're evaluating whether these solutions apply to your business.
Step 2: Identify Your Need
You recognize a gap: your LLM integration lacks security controls, your lead pipeline needs automation, or your chatbot prototype needs production hardening.
AI Security
LLM threat modeling
Automation
n8n workflow eng.
Chatbots
Production-ready AI
Step 3: Book a Free 30-Minute Strategy Call
We'll discuss your specific challenge, explore solution approaches, and determine if there's a fit. No obligation, no sales pressure—just a technical conversation.
Step 4: Scoped Engagement or Ongoing Partnership
Depending on your needs, we move forward with one of two engagement models:
Fixed-Scope Project
Clearly defined deliverables, timeline, and budget. Ideal for: implementing a specific security layer, building a proof-of-concept chatbot, or automating a single workflow.
Example: "Build prompt injection defenses for our customer support AI in 3 weeks"
Retainer / Ongoing Support
Monthly hours for continuous improvement, security audits, or feature development. Ideal for: mature products needing ongoing hardening or startups scaling their AI infrastructure.
Example: "20 hours/month for security reviews + automation improvements"
What I Build
LLM Security Architecture
- Prompt injection defense layers
- Input/output validation schemas
- Threat modeling for AI workflows
- Security audits & red teaming
Intelligent Automation
- n8n workflow engineering
- Lead qualification pipelines
- CRM/Slack/email integrations
- AI-powered decision workflows
Production Chatbots & RAG
- Custom chatbot development
- RAG system design & implementation
- Vector database optimization
- Context management & caching
Prefer to Hire via Upwork?
If you're already on Upwork or prefer their platform for contracts, payment protection, and escrow—I'm available there with a proven track record and client reviews.
Common Questions
What's your typical engagement size?
Most projects range from 2-8 weeks for scoped deliverables (e.g., implementing a specific security feature or building an automation workflow) to 3-6 months for ongoing partnerships (e.g., continuous security hardening or feature development).
Do you work with early-stage startups?
Yes. If you're pre-seed or bootstrapped, I can work within budget constraints—often starting with a smaller proof-of-concept to validate approach before committing to larger scope.
Can you just audit our existing system vs. building new features?
Absolutely. Security audits, threat modeling sessions, and architecture reviews are common standalone engagements. You'll get a detailed report with prioritized recommendations and estimated remediation effort.
What's your tech stack?
I work primarily with TypeScript/Node.js, Next.js, Python, n8n, OpenAI/Anthropic APIs, vector databases (Pinecone, Weaviate), and modern deployment infrastructure (Vercel, Railway, AWS). If your stack is different, we can discuss during the strategy call.
Ready to Get Started?
Schedule a free 30-minute strategy call to discuss your project. No sales pitch—just a technical conversation about what you're building and how I can help.