Muhammad Sabir

About Muhammad Sabir

I’m a software architect with 25+ years of experience designing and building large-scale systems across web, data, and distributed platforms.Long before AI became mainstream, my work focused on systems that had to survive real-world constraints — scale, failure, cost, multi-tenancy, and long-term evolution.In recent years, my focus has shifted toward AI systems and agent-based architectures — not as experiments or chatbots, but as reliable components embedded inside real business workflows.I approach AI with a systems-first mindset:LLMs are components, not the productWorkflows matter more than promptsCost, reliability, and failure modes must be engineeredI’m particularly interested in:Agent-based workflow automationMulti-tenant AI platformsCost-aware, multi-model AI pipelinesAI systems that evolve safely over timeI use this space to share practical lessons, architecture patterns, and honest observations from building systems — both before and after AI entered the picture.Views expressed here are my own.

Experience

1. Senior Software Architect

   Curinos

   Dec 2018 — Present · New York, NY, US

Education

• IoBM

  Masters, Computer Sciences

  2001 — 2004

Skills

• Hibernate
• Spring
• Sdlc
• Java Enterprise Edition
• Agile Methodologies
• Oracle
• Web Services
• Software Development
• Struts
• Java
• Tomcat
• Jsp
• Weblogic
• Jboss Application Server
• Sql
• Ejb
• Enterprise Architecture
• Soa
• Microsoft Sql Server
• Soap
• Websphere
• Jms
• Unix
• Solution Architecture
• Db2
• Sybase
• Postgresql
• Jsf
• Linux
• Jdbc
• Pl/Sql
• Uml
• Spring Framework
• Angularjs
• Amazon Web Services (Aws)
• Cloud Applications
• Scala
• Salesforce Development
• Play Framework
• Heroku