Founder

Umar Abbas

Founder, Principal AI Architect and Operator

About Umar

Umar Abbas is the founder of Esaholic and its principal AI architect. He sets the technical direction for the company and is responsible for how AI systems are designed, built, and run for clients. His work connects new AI research with the practical demands of systems that must keep working, day after day, for real businesses.

He has more than ten years of experience building distributed systems. In plain terms, a distributed system spreads work across many computers so it can handle large amounts of data and stay available even when one part fails. Umar has built high speed data pipelines that process information as it arrives, known as streaming, and back end systems that analyze large volumes of data. His work covers regulated industries, meaning fields with strict rules about privacy and safety, including financial services, health care, supply chain, and business software.

Before any production system is built, Umar checks whether the project is ready. That check covers whether the data is good enough, what the system will cost to run, how fast it must respond, and what infrastructure risks exist. This step avoids building an expensive system on weak foundations. He also leads work on AI agents, which are programs that carry out multi-step tasks on their own, and on large language models used inside companies, where answers must be accurate and private data must stay protected.

Expertise

  • Distributed systems: spreading work across many computers for scale and reliability
  • Streaming: processing data continuously as it arrives
  • Agentic AI: AI programs that plan and complete multi-step tasks
  • Enterprise LLM: large language models built and run for company use
  • Supply chain: moving goods and information from supplier to customer
  • Regulated industries: finance, health care, and other fields with strict compliance rules

Articles on Esaholic

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