Ammar leads a team of Forward-Deployed Engineers inside Mactores’ Data Engineering practice. Fifteen years in data engineering. Fifty-plus production Apache Iceberg engagements shipped. He owns the architecture calls that a customer’s data team cannot afford to get wrong — table format choice, partition strategy, migration sequencing, cutover under load — and hands the running platform back to the customer’s operations team on customer-signed acceptance. The complex Iceberg problems Mactores takes on are the ones his team solves.
