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Founder • 9 years in software • Building with AI daily

I help businesses implement AI where it matters most

Automating workflows, connecting systems, and optimizing operations. No bloated roadmaps. Just results.

You don't need a 6-month AI transformation. You need the right tools working together right now.

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How I work

From idea to working system, in three steps

I sell certainty, not code. We start small and only scale up what proves its value.

Step 1

Validate - Proof of Concept

A working prototype in weeks. You test a real demo, not a slide deck, and get a clear go / no-go with cost and ROI.

Step 2

Build - Production system

Once the PoC proves value, I build the robust scalable system and plug it into your tools.

Step 3

Support - Keep it working & find what's next

Monitoring, improvements, and the next automation opportunity.

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Case studies

Ideas turned into working systems — problem, what I built, result, and what it proves.

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Own product · E-commerce / DTC sellers

ShotsFlowAI - studio-quality product shots without a studio

Problem: Small e-commerce sellers need clean, studio-quality product photos but can't afford a photographer or a shoot for every SKU.
Result: A live product (shotsflowai.com) that produces usable studio-style images in seconds with set of predefined filters.

Read case study

About me

I started my career 9 years ago by building my own B2B SaaS. No job first, no safe path - I went straight into shipping a product and trying to make it earn money. That set the tone for everything since...

My full story →

Latest from the blog

Where I share what actually works — architecture, tradeoffs, and honest takes.

Universal vs Custom AI Agents: Which One Is Right for Your Case?

Universal vs Custom AI Agents: Which One Is Right for Your Case?

Universal AI agents like Hermes and OpenClaw vs custom-built agents and workflows. Learn when each one wins, why business and personal use lead to opposite answers, and a simple rule to decide fast.

AIai agentsautomation

How AI Agents Handle Unstructured Data from Customer Attachments

How AI Agents Handle Unstructured Data from Customer Attachments

Extracting data from customer PDFs is harder than it looks. Here are 5 layers every production AI agent needs to handle unstructured documents reliably.

AIai agentsautomation

Should We Be Afraid of Anthropic's Mythos?

Should We Be Afraid of Anthropic's Mythos?

Anthropic's Mythos model launched with restricted access and cybersecurity headlines. But is the real threat a closed model few can access - or the open-source tools already in the wrong hands?

AIAnthropicCybersecurity

Top AI GitHub Repos Right Now - What They Tell Us About the State of AI

Top AI GitHub Repos Right Now - What They Tell Us About the State of AI

The 12 most starred AI GitHub repos tell a clear story about where the AI industry is heading and what it means for businesses building with AI.

AIGitHubAI Agents

The Future of AI Startups: What Y Combinator Is Betting On in 2026

The Future of AI Startups: What Y Combinator Is Betting On in 2026

Y Combinator’s 2026 Spring startup requests reveal where AI is heading - from AI-native hedge funds to product decision agents.

Cloudflare Launches a Scraping API That Respects Bot Protection

Cloudflare Launches a Scraping API That Respects Bot Protection

Cloudflare's new /crawl endpoint built on Browser Rendering won't bypass CAPTCHAs or CDN bot protection - and that's exactly the point. Here's why this could be a bigger disruption than the technology itself.

web scrapingweb crawlingbot protection

Want to use AI in your business?

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