M

Muhammad Syed

About

Detail

Houston, Texas, United States

Timeline


work
Job
school
Education

Résumé


Jobs verified_user 0% verified
  • Databricks
    Lead AI/ML Engineer
    Databricks
    May 2022 - Current (4 years 4 months)
    • Lead the architecture and delivery of production-grade AI/ML capabilities spanning Generative AI, large language model applications, retrieval-augmented generation (RAG), agentic workflows, semantic retrieval, and scalable inference. Translate complex product and enterprise requirements into modular AI services that can move reliably from experimentation into production environments. • Design cloud-native AI systems and distributed ML services using Python, Kubernetes, AWS, and Azure, with emphasis on scalability, reliability, maintainability, and production readiness. Define service boundaries, deployment patterns, integration approaches, and operational controls for AI workloads that must perform consistently across changing traffic and
  • Forcepoint
    Senior Machine Learning Engineer
    Forcepoint
    Jan 2018 - Apr 2022 (4 years 4 months)
    • Designed and productionized machine learning and AI systems for enterprise-scale use cases, combining model development with robust backend and distributed-system engineering. Worked across the full solution lifecycle to convert analytical and modeling concepts into maintainable software components that could be integrated into production products and services. • Built ML pipelines covering data preparation, feature engineering, model training, validation, inference, and production monitoring, with a strong focus on repeatability and operational reliability. Improved pipeline structure and engineering practices so model development and deployment workflows could be tested, reproduced, diagnosed, and evolved more efficiently. • Applied NLP
  • DataRobot
    Software Engineer – Machine Learning
    DataRobot
    Jul 2014 - Dec 2017 (3 years 6 months)
    • Developed machine-learning software and backend capabilities supporting model development, experimentation, evaluation, and scalable production workflows. • Built data-processing and ML pipeline components for training and inference, working with large datasets and production software systems. • Implemented and integrated machine learning functionality using strong software-engineering practices, including modular design, testing, version control, and API-driven services. • Collaborated with data scientists and engineers to translate modeling requirements into reliable product features and production-ready ML infrastructure. • Contributed to performance, scalability, and maintainability improvements across ML services and distributed back
  • Spiceworks
    Associate Software Engineer – Backend
    Spiceworks
    Mar 2012 - Jun 2014 (2 years 4 months)
    • Built and maintained backend services and data-driven application components, establishing a strong foundation in production software engineering and scalable system design. • Developed APIs and server-side functionality, troubleshot production issues, and collaborated with cross-functional engineering teams to deliver reliable software. • Applied disciplined development practices including testing, debugging, code review, source control, and iterative delivery.
Education verified_user 0% verified
  • University of Sindh, Jamshoro
    Bachelor’s Degree, Computer Science
    University of Sindh, Jamshoro
    Jan 2008 - Jan 2012 (4 years 1 month)