Mahmood A
@mahmooda
Senior AI/ML engineer specializing in generative AI, scalable ML systems, and MLOps.
What I'm looking for
I am a Senior AI/ML Engineer with eight years of experience building end-to-end, scalable machine learning systems, specializing in generative AI, deep learning, and large-scale data pipelines. I focus on delivering production-ready models and services, leveraging PyTorch, TensorFlow, Databricks, Spark, and cloud platforms to drive measurable business outcomes.
Throughout my career I have designed and deployed Generative AI platforms, unified data access layers with PySpark and Spark SQL, and implemented MLOps practices on Google Cloud Platform and Databricks. I have led cross-functional teams, mentored engineers, and optimized solutions for cost, performance, and reliability while supporting enterprise clients.
My projects include real-time feature engineering and model serving, high-throughput embedding pipelines for semantic search, and multiple computer vision and NLP systems deployed as microservices. I bring a pragmatic, results-driven approach and a commitment to technical excellence and continuous improvement in AI/ML delivery.
Experience
Work history, roles, and key accomplishments
Senior AI/ML Engineer
Bahaji Consultant
Jul 2022 - Present (3 years 3 months)
Led design and deployment of a generative AI platform on GCP, launching enterprise features and optimizing cost/performance while building unified Spark-based data access and containerized model-serving microservices.
Senior Machine Learning Engineer
Freelancer
Oct 2020 - Jun 2022 (1 year 8 months)
Architected real-time feature engineering and model-serving platforms with Spark Streaming and MLOps on GCP/Databricks, reducing latency to milliseconds and improving recommendations by 30%.
AI/ML Engineer
Expert System Solutions
Mar 2017 - Sep 2020 (3 years 6 months)
Engineered scalable Databricks/Spark data pipelines and trained deep learning and embedding models (PyTorch, Keras, TensorFlow) to support recommendations and real-time inference at terabyte scale.
Education
Degrees, certifications, and relevant coursework
COMSATS
Master of Science, Computer Sciences
Completed a Master's degree in Computer Sciences focusing on advanced topics in machine learning and deep learning.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Interested in hiring Mahmood?
You can contact Mahmood and 90k+ other talented remote workers on Himalayas.
Message MahmoodFind your dream job
Sign up now and join over 100,000 remote workers who receive personalized job alerts, curated job matches, and more for free!
