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I’m Noor Muhammad, a machine learning engineer with over a decade of experience building, deploying, and refining AI systems in production and research settings. I design scalable ML pipelines, fine-tune large language models, and integrate AI into applications to deliver measurable impact. I enjoy mentoring engineers, shaping technical strategy, and delivering practical AI solutions for fast-moving projects. I’m passionate about solving real-world problems with AI while keeping systems reliable, transparent, and maintainable.…I’m Noor Muhammad, a machine learning engineer with over a decade of experience building, deploying, and refining AI systems in production and research settings. I design scalable ML pipelines, fine-tune large language models, and integrate AI into applications to deliver measurable impact. I enjoy mentoring engineers, shaping technical strategy, and delivering practical AI solutions for fast-moving projects. I’m passionate about solving real-world problems with AI while keeping systems reliable, transparent, and maintainable.

Noor Muhammad

Data Scientist, AI Engineer, AI Developer, +2

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I’m Noor Muhammad, a machine learning engineer with over a decade of experience building, deploying, and refining AI systems in production and research settings. I design scalable ML pipelines, fine-tune large language models, and integrate AI into applications to deliver measurable impact. I enjoy mentoring engineers, shaping technical strategy, and delivering practical AI solutions for fast-moving projects. I’m passionate about solving real-world problems with AI while keeping systems reliable, transparent, and maintainable.…I’m Noor Muhammad, a machine learning engineer with over a decade of experience building, deploying, and refining AI systems in production and research settings. I design scalable ML pipelines, fine-tune large language models, and integrate AI into applications to deliver measurable impact. I enjoy mentoring engineers, shaping technical strategy, and delivering practical AI solutions for fast-moving projects. I’m passionate about solving real-world problems with AI while keeping systems reliable, transparent, and maintainable.

Available to hire

I’m Noor Muhammad, a machine learning engineer with over a decade of experience building, deploying, and refining AI systems in production and research settings. I design scalable ML pipelines, fine-tune large language models, and integrate AI into applications to deliver measurable impact.

I enjoy mentoring engineers, shaping technical strategy, and delivering practical AI solutions for fast-moving projects. I’m passionate about solving real-world problems with AI while keeping systems reliable, transparent, and maintainable.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Work Experience

Senior Machine Learning Engineer / AI Systems Lead at TopLev

July 1, 2025 - July 1, 2025

Designed and maintained AI/ML pipelines to operationalize LLMs, enabling precise and efficient integration of models into applications and production workflows. Built and managed retrieval-augmented generation (RAG) systems leveraging vector databases, increasing contextual accuracy of AI outputs by 30%. Implemented evaluation and monitoring infrastructure to reduce regression errors by 45% and improve model quality over time. Optimized inference performance across production services, reducing latency by 25% and lowering cloud costs by 20%. Led AI technical strategy on model architectures, embeddings, and tuning strategies; mentored junior engineers on LLM integration, prompt engineering, and reproducible ML workflows. Automated prompt testing and evaluation; integrated logging, telemetry, and observability; built CI/CD pipelines for ML workflows. Collaborated with infra teams to optimize cloud resource allocation and orchestration for AI workloads. Conducted bias and interpretability

Machine Learning Engineer / Backend AI Systems at Saleswonder LLC

April 1, 2020 - April 1, 2020

Developed AI/ML-powered automation tools to improve internal processes by 35%. Built and maintained APIs integrating ML models for production services, enhancing recommendation and analytics capabilities. Designed microservices using Python and Node.js for scalable AI-driven workflows. Mentored junior engineers on AI integration, testing, and deployment; implemented monitoring, logging, and performance metrics to ensure reliability. Optimized ML workflows and inference pipelines to reduce compute time and resource usage; introduced CI/CD pipelines to automate testing and deployment of AI services. Improved database performance for AI data stores and contributed to architectural reviews for AI projects.

Software Engineer at Enable Software, Inc

April 1, 2016 - April 1, 2016

Developed and maintained backend services and web applications, supporting AI-enabled internal analytics. Built automated testing frameworks to improve code quality and reliability. Integrated AI/ML modules to support operational analytics and workflow automation; deployed services to cloud environments. Collaborated with cross-functional teams to deliver scalable software solutions and mentored peers on architecture and best practices.