Selected projects

Real automation systems, not demos. Click any card for full architecture, metrics, and tech stack.

Hiring signal:

Each project here shows how a business problem became a technical system — cost reduction, workflow automation, and production delivery across AI, B2B ops, and internal tools.

Discuss a project
MCP Server · Business Logic · Tracing Production

How to Manage Google Ads with an AI Agent

Let an AI agent run Google Ads without risking the budget: bid limits, negative lists, a preflight check and tracing live in an MCP server, not in the prompt.

Python FastMCP Google Ads API Pydantic OpenTelemetry
Design: 36 tools · rules in code
Open full page →
Full-Stack · AI Product · Turnkey SaaS Production

Turnkey AI SaaS Product in 14 Days

Full-stack commercial AI application built and launched in two weeks with automated content generation, Shopify checkout, and 100% automated sales for consumer gifts.

Next.js 14 TypeScript Suno V5.5 PostgreSQL Shopify
Key result: 14-day launch · 100% automated sales
Open full page →
E-commerce · AI Sales Agent · 24/7 Support Production

24/7 E-commerce AI Sales Consultant

Production RAG sales assistant for a 1,200+ SKU store. Answers buyer questions in under 2 seconds, drives instant conversions, and reduces customer support costs by 90%.

Python LangGraph pgvector FastAPI LangSmith
Key result: 90% support cost ↓ · 2 sec answers
Open full page →
Accounting Automation · LLM Pipeline Production

Accounting & Invoice Automation

Hands-free invoice processing pipeline from Gmail to ERP/Drive with 0 data entry errors, saving 120 hours of accounting routine per month.

TypeScript Gemini 2.5 Flash GitHub Actions PostgreSQL
Key result: 120 hrs/mo saved · Zero manual entry
Open full page →
Visual Automation · Multimodal AI Production

Instant Product Visualization Generator

Multimodal AI app generating photorealistic product mockups in 30 seconds. Replaced 4-6 hours of daily designer Photoshop work and cut sales cycles by 3x.

React 19 TypeScript Gemini Canvas API Cloud Run
Key result: 75% designer routine ↓ · 30 sec mockups
Open full page →
B2B Sales Automation · Lead Generation Internal tool

Automated B2B Lead Generator — Germany

Automated outreach pipeline discovering German decision-makers, extracting verified emails from Impressum pages, and delivering 100+ CRM-ready B2B leads in 15 minutes without sales reps.

Python Apify Gemini PostgreSQL Pandas
Key result: 100+ leads in 15 min · 0 sales reps
Open full page →
Multimodal AI · Visual Sales Automation Production

Virtual Product Try-On for Manufacturers

Replaced 4-6 hours of daily manual Photoshop mockup work for a manufacturer's sales team. React 19 + Gemini multimodal generates photorealistic room visualizations in under 2 minutes.

React 19 Node.js Gemini Firebase Vercel
Key result: 75% manual work ↓ · 2 min visuals
Open full page →
More projects

View all on LinkedIn ↗

Full case studies, LinkedIn posts, and technical breakdowns of all projects — including QA automation for RAG, Flask dev sandbox, RAG architecture insights, and more.

Case studies LinkedIn
6+ published articles
Open LinkedIn →
⚙

What these projects have in common

Business problem first. Every system here started as a manual bottleneck — a weekly routine, a multi-hour task, a process that depended on one person. The engineering goal was always the same: make it reliable, repeatable, and measurably faster.