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I'm Muhammad Sarfraz, a Senior AI/ML Engineer focused on building scalable, production-grade AI systems. I enjoy turning complex problems into robust, end-to-end solutions—from data pipelines and NLP models to real-time inference services. I collaborate closely with product and data teams to deliver tangible impact and iteratively improve systems in production. I stay curious about new techniques and tools, and I love sharing learnings through clean documentation, demos, and collaborative projects. In my free time I experiment with open-source frameworks and explore Advances in AI to keep engineering practical and approachable.…I'm Muhammad Sarfraz, a Senior AI/ML Engineer focused on building scalable, production-grade AI systems. I enjoy turning complex problems into robust, end-to-end solutions—from data pipelines and NLP models to real-time inference services. I collaborate closely with product and data teams to deliver tangible impact and iteratively improve systems in production. I stay curious about new techniques and tools, and I love sharing learnings through clean documentation, demos, and collaborative projects. In my free time I experiment with open-source frameworks and explore Advances in AI to keep engineering practical and approachable.

Muhammad Sarfraz

AI Engineer, Data Scientist, Data Analyst, +2

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I'm Muhammad Sarfraz, a Senior AI/ML Engineer focused on building scalable, production-grade AI systems. I enjoy turning complex problems into robust, end-to-end solutions—from data pipelines and NLP models to real-time inference services. I collaborate closely with product and data teams to deliver tangible impact and iteratively improve systems in production. I stay curious about new techniques and tools, and I love sharing learnings through clean documentation, demos, and collaborative projects. In my free time I experiment with open-source frameworks and explore Advances in AI to keep engineering practical and approachable.…I'm Muhammad Sarfraz, a Senior AI/ML Engineer focused on building scalable, production-grade AI systems. I enjoy turning complex problems into robust, end-to-end solutions—from data pipelines and NLP models to real-time inference services. I collaborate closely with product and data teams to deliver tangible impact and iteratively improve systems in production. I stay curious about new techniques and tools, and I love sharing learnings through clean documentation, demos, and collaborative projects. In my free time I experiment with open-source frameworks and explore Advances in AI to keep engineering practical and approachable.

Available to hire

I’m Muhammad Sarfraz, a Senior AI/ML Engineer focused on building scalable, production-grade AI systems. I enjoy turning complex problems into robust, end-to-end solutions—from data pipelines and NLP models to real-time inference services. I collaborate closely with product and data teams to deliver tangible impact and iteratively improve systems in production.

I stay curious about new techniques and tools, and I love sharing learnings through clean documentation, demos, and collaborative projects. In my free time I experiment with open-source frameworks and explore Advances in AI to keep engineering practical and approachable.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Language

Work Experience

Senior AI/ML Engineer

January 1, 2024 - November 27, 2025

Developed multimodal AI lung cancer detection and segmentation models; optimized deployment for clinical use; built real-time posture detection pipeline with TensorFlow/OpenCV; deployed end-to-end ML workflows with FastAPI and Docker.

Senior AI/ML Engineer

December 1, 2023 - December 1, 2023

Built scalable inference services with Docker and Kubernetes; optimized latency (p95 latency reduced by ~45%); developed FastAPI microservices with Docker, Redis, Celery, handling 2,000+ requests/sec; automated data ingestion and reporting workflows using n8n, Zapier, Make; implemented monitoring dashboards with ELK + Grafana.

Senior AI/ML Engineer

April 1, 2020 - April 1, 2020

Led development of ML microservices using FastAPI and Flask; built ETL workflows; designed NLP models for classification and entity extraction; implemented Azure DevOps CI/CD pipelines; collaborated with cross-functional teams to deliver production-ready AI capabilities.