Projects

AI tools for search and content. Some were built at work, some are personal projects with live demos.

Work projects

Built at work · description only

SemanticAI Briefing Suite

Keyword in, semantic content brief out. A multi-step pipeline with SERP analysis, embeddings, gap detection and a human approval step.

6–10 min instead of up to 1 hour per brief

 Built at work · description only

Viki

Internal RAG chatbot over company wikis. FAISS index, OpenAI embeddings, answers with source references.

~6,700 knowledge chunks · answers in seconds

 Built at work · description only

SEO Potential Analysis with MCP

Screaming Frog, Google Search Console and Sistrix connected to Claude Code via MCP and OAuth, with reusable Claude Skills for standard analyses.

Status: in progress

Personal projects

Personal project · live demo

Jexa

AI travel planner. Real places from the Google Places API are injected into the prompt, and the model may only plan with those places. Llama 4 Scout via Groq, Qwen 3 32B as fallback.

Multi-day itinerary with real places in under a minute

 Personal project · live demo

NaviScraper

Extracts the navigation menu of a website with its hierarchy and exports it as CSV with clickable links for Excel. Works best with server-rendered sites. Menus that only exist in JavaScript are not detected.

Python · FastAPI · requests · BeautifulSoup