FROM NEED TO SYSTEM
Products & systems
Case studies on user needs, product decisions and implementation evidence.
16 products
reference
RAG Knowledge Base System
Production RAG system that turns internal documentation into a searchable, conversational knowledge base. Built with LlamaIndex, ChromaDB, and Claude.
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reference
Customer Sentiment Analysis Platform
Built an NLP pipeline that processes customer feedback from support tickets, social media, and surveys — giving product teams actual signal instead of gut feelings.
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engineering
Agentic Systems — LangGraph
Agent workflows combining specialist tools, persistent context, permission controls and observable execution.
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reference
B2B E-Commerce Platform
Headless commerce platform built for a B2B client — handling complex pricing tiers, bulk ordering, and integration with legacy ERP systems.
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live
Blog & Product Portfolio
Bilingual writing on product decisions, architecture trade-offs and lessons from building and operating real projects.
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internal
Homelab Control
A private operations dashboard connecting self-hosted products, service health, home automation and agent tools.
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