AI development that works in production
I build AI systems for businesses. Chatbots. Agents. Search. Automation. Not demos that break. Not reskinned Zapier. Production-grade systems that your team and customers actually use.
I take on 1–2 projects per month.
What I build
Your customers get instant answers from your actual data. Not a generic bot that says "Have a wonderful day!" when someone reports a lost package. Real answers from your real knowledge base. 24/7.
“Support tickets dropped 75%. Response time went from 4-6 hours to instant. I got my evenings back.”
Search your database in plain English. Generate reports without SQL. Find products. Match customers. Ask a question. Get an answer. From YOUR data. Not from the internet.
“I’d love to upload raw material specifications into a database and use AI to help my team quickly identify a suitable raw material for a customer.”
Upload your docs. Your PDFs. Your manuals. AI processes them into something useful. Training systems. Knowledge bases. Search tools. The information your team needs. Found in seconds.
“Within three weeks all 50 employees completed comprehensive training programs. Knowledge retention improved by 40%. Training costs dropped by 60%.”
— Estha
Not Zapier with a ChatGPT step. Real multi-agent systems that understand your business logic. Route decisions. Process data. Handle edge cases. Run 24/7 without breaking.
“The market totally shifted from Zapier clones to actually understanding operations. The biggest bottleneck isn’t building the agents. It’s the glue code for document understanding and context.”
The problem
65% of AI projects fail to deliver results. Gartner studied it.
But the technology is not the problem.
The problem is who builds it.
“I talked to a founder last week who was paying $4,000/month to an “AI automation agency” that literally hooked up a few zaps and a ChatGPT prompt. Sent him a Loom. And then disappeared. No documentation. No maintenance. Just recurring invoices.”
“AI Automation is a scam. The way most agencies sell “AI” is literally reskinned Zapier and ChatGPT with fancy branding.”
“Most companies think their AI project failed because the technology wasn’t good enough. I’ve watched the same pattern repeat: vague objectives. No success metrics. A flashy POC that never makes it to production. The consulting firm gets paid. The internal champion gets burned. And nobody wants to touch AI for two years.”
Search Reddit for "AI automation agency." The top posts are warnings.
The agencies overpromise. The platforms underdeliver. The consulting firms charge $200/hour for a demo that never ships.
And you are left wondering if AI even works.
It does. When someone who actually builds software builds it.
How this is different
I have shipped 10+ products from scratch. 4 of them are production AI systems serving real users right now.
Here is what that means for you:
Every system I build runs on real infrastructure. Real databases. Real APIs. Tested. Documented. Deployed. Not a demo that breaks the moment you feed it real data.
I quote a fixed price before we start. That is what you pay. No hourly surprises. No scope creep. No "enterprise tier" upsell.
Your code. Your servers. Your accounts. You are never locked in. If we part ways tomorrow you keep everything.
How the system works. How to maintain it. How to hand it to another developer if you need to. No "proprietary secret sauce." No hostage code.
Proof
RAG system ingesting website + PDF library. Hybrid search (vector + full-text). AI-judged eval suite. Live and serving real members.
Multi-agent sales assistant with NL-to-SQL and hybrid vector search. AI product photo generation using Gemini. ID/passport validation using GPT-5 vision. Automated product descriptions and attribute extraction. Product embedding pipeline for semantic search. All running in production on a live e-commerce marketplace.
Duolingo-style learning from documents. GPT-4 content generation. Gamification. 26,000+ lines of TypeScript across 3 apps.
5 parallel AI agents. 100+ sources per research. 23-section output. Real-time SSE. Stripe payments. Playwright PDF generation.
30 minutes. You tell me the problem. I tell you if AI can solve it. No pitch. No deck. If it is not a good fit I will tell you.
I scope the project. Quote a fixed price. Build it. You see progress as I work. Real updates. Not a Loom that says "we're making great progress."
You get a production-ready system. Source code. Documentation. Deployed and running. If something breaks in the first 30 days? I fix it. No extra charge.
2–4 weeks for most projects. Scoped on the call.
I am a software engineer. Not an agency. Not a consultant. An engineer who writes code and ships systems.
I have built 10+ products from scratch. 4 of them are production AI systems. I have 4,100+ commits on a live e-commerce marketplace. I use AI daily to build real things for real businesses.
“The agencies that last are the ones who can show you actual case studies. Introduce you to their engineers. And walk through their architecture without acting like they’re protecting nuclear codes.”
I will show you the code. I will show you the architecture. I will show you the live systems. No mystery. No secret sauce.
Book a free 30-minute call. Tell me the problem. I will tell you if AI can solve it.
1–2 spots per month.