Omar Abid

Omar Abid Email and Phone Number

Sr. ML Engineer @ phData | Computer Vision | MLOps @ phData
Omar Abid's Location
Sunnyvale, California, United States, United States
Omar Abid's Contact Details

Omar Abid work email

Omar Abid personal email

n/a
About Omar Abid

A Machine Learning Engineer with extensive experience in data preparation, model training, evaluation and deployment. I bring expertise in areas such as computer vision, object detection and tracking, image segmentation, pose estimation, model optimization, and large-scale deployment. My technical acumen also covers MLOps and deploying solutions on both cloud and on-prem infrastructure, utilizing best practices in software engineering with tools such as GitHub CI/CD, PRs, Docker, and Kubernetes.Throughout my career, I have had the opportunity to lead numerous impactful projects. At Luminar Technologies, I managed the entire ML pipeline development, ensuring scalable model training and robust infrastructure management. At Quantiphi Inc., I played a vital role in deploying ML solutions across various platforms, enhancing client outcomes, particularly in enhancing operational safety within the amusement park industry. I am committed to leveraging my extensive experience to create transformative solutions that drive growth, efficiency and innovation. Whether through consulting on best practices, leading cross-functional teams, or developing cutting-edge models, my goal is to add significant value to your organization.

Omar Abid's Current Company Details
phData

Phdata

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Sr. ML Engineer @ phData | Computer Vision | MLOps
Omar Abid Work Experience Details
  • Phdata
    Senior Machine Learning Engineer
    Phdata Jun 2024 - Present
    Minneapolis, Mn, Us
    * Authored technical documentation on Large Vision Models (LVM) and Large Language Models (LLM)• Developed DocAI solution leveraging Snowflake for extracting information from medical documents• Collaborated with cross-functional teams to deliver client-focused technical solutions
  • Luminar Technologies
    Senior Mlops Engineer
    Luminar Technologies Jan 2024 - May 2024
    * Orchestrated the development of robust ML pipelines, optimizing every stage from data ingestion to model deployment, resulting in streamlined processes and increased efficiency. * Pioneered the integration of cutting-edge tools like MLFlow and WandB to establish a framework ensuring reproducibility and traceability of experiments, empowering ML Engineers to iterate more effectively. * Spearheaded the implementation of advanced techniques for scalable model training, leveraging Kubeflow PyTorch operator to enable multi-node and multi-GPU support. This initiative significantly slashed model training time and maximized resource utilization. * Developed and deployed Helm Charts to seamlessly provision resources within an on-premise Kubernetes cluster, providing ML engineers with a robust platform for model training, evaluation, and experimentation.
  • Quantiphi
    Associate Solution Architect - Machine Learning
    Quantiphi Jun 2021 - Dec 2023
    Marlborough, Massachusetts, Us
    * Served as technical lead in a client-facing role, creating technical solution diagrams and documentation, and providing technology stack recommendations for ML-related use cases, ensuring alignment with business goals. * Lead the implementation of NVIDIA DeepStream technology, orchestrating the successful integration and deployment of an application tailored for edge devices, specifically NVIDIA Jetson ORIN. This initiative enhanced the client's capabilities, unlocking new avenues for real-time model inference at the edge. * Oversaw effort to deploy solutions to cloud, edge, and on-premises infrastructure (AWS, Kubernetes).
  • Quantiphi
    Senior Machine Learning Engineer
    Quantiphi Jun 2020 - May 2021
    Marlborough, Massachusetts, Us
    * Developed an end-to-end ML pipeline, using AWS SageMaker for data preparation, model training, and evaluation. This initiative optimized workflows and facilitated efficient management of the entire ML lifecycle. * Lead a cross-team collaboration effort to implement an end-to-end ML solution, resulting in enhanced operation safety for a client in the amusement park industry.
  • Quantiphi
    Machine Learning Engineer
    Quantiphi Sep 2019 - May 2020
    Marlborough, Massachusetts, Us
    * Trained models for object detection and tracking, image segmentation, image classification, pose estimation and neural style transfer, using TensorFlow and PyTorch frameworks. This multifaceted approach catered to the unique needs of a client operating within the transportation industry resulting in the deployment of a successful pilot. * Optimized model deployment efficiency by seamlessly exporting NVIDIA Triton Inference Server models to multiple formats including TensorRT, ONNX, and TorchScript. This streamlined process ensured compatibility across diverse inference environments, enhancing scalability and performance of deployed solutions.
  • Curate Mobile Ltd.
    Machine Learning Engineer
    Curate Mobile Ltd. Mar 2019 - Aug 2019
    Toronto, Ontario, Ca
    * Optimized profit margins using logistic regression to deliver targeted ads for customers. * Collaborated with software development team to integrate machine learning models into existing real-time bidding platform.
  • Watstock
    Machine Learning Engineer | Computer Vision
    Watstock Feb 2018 - Jan 2019
    * Helped secure investor funding. Implemented a successful proof of concept (POC) solution for real time detection of security threats in aviation sector. * Data Preparation and Model Training. Implemented Faster RCNN and DeepSORT in TensorFlow for object detection and tracking as part of the POC solution. * Developed a robust face recognition pipeline allowing for real time identity access management in a controlled environment.

Omar Abid Skills

Teaching Physics Neuroscience Research Matlab Laboratory Statistics Public Speaking Science Molecular Biology Data Analysis

Omar Abid Education Details

  • York University
    York University
    Computer Vision And Artificial Intelligence
  • York University
    York University
    Biophysics
  • Emily Carr Secondary School
    Emily Carr Secondary School

Frequently Asked Questions about Omar Abid

What company does Omar Abid work for?

Omar Abid works for Phdata

What is Omar Abid's role at the current company?

Omar Abid's current role is Sr. ML Engineer @ phData | Computer Vision | MLOps.

What is Omar Abid's email address?

Omar Abid's email address is om****@****phi.com

What schools did Omar Abid attend?

Omar Abid attended York University, York University, Emily Carr Secondary School.

What skills is Omar Abid known for?

Omar Abid has skills like Teaching, Physics, Neuroscience, Research, Matlab, Laboratory, Statistics, Public Speaking, Science, Molecular Biology, Data Analysis.

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