First-hand experience
Insights by Fahri Korkut
Personal writing on building AI-powered market research products, reliable data systems, and software for complex operational environments.
8 min read
Building an AI Chart Pattern Scanner
Fahri Korkut explains the product and engineering decisions behind Aventra Market Radar, from deterministic detection and data quality to AI-assisted research and visual review.
9 min readReliable Multi-Market Data Pipelines
Fahri Korkut shares a provider-neutral approach to symbol mapping, incremental ingestion, corporate actions, feature refreshes, and failure isolation for market scanners.
8 min readFrom ERP/MRP to AI Market Intelligence
Fahri Korkut reflects on how 20 years of manufacturing systems, product ownership, business analysis, and software architecture shaped the development of Aventra Labs.