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danyal A. — Mid-Level Machine Learning Engineer from Pakistan

danyal A.

Mid-Level Machine Learning Engineer

Pakistan Less than 1 year
Open to offersNew to Platform
Languages
English
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About

Danyal S. is a Machine Learning Engineer based in Peshawar, Pakistan, with a specialized focus on building and deploying deep learning models, particularly in computer vision applications utilizing CNNs and PyTorch. He possesses a proven ability to manage projects from the initial training phases to production deployment on cloud platforms, demonstrating his expertise in creating robust ML pipelines. His technical proficiency includes strong Python programming and familiarity with neural network architectures such as transfer learning using ResNet. Danyal has successfully completed multiple projects, including a CNN-based image classifier for distinguishing between cats and dogs, achieving high accuracy and deploying it on Hugging Face Spaces. His experience in implementing end-to-end ML solutions is further illustrated by an MNIST classifier project, where he built a neural network from scratch with a 98% accuracy rate. Danyal is prepared to leverage his deep understanding of data processing, model evaluation, and cloud deployment to contribute effectively from day one in a dynamic technical environment.

Experience

  • Machine Learning Engineer

    null · 2024 — Present
    Completed an extensive deep learning course focusing on PyTorch fundamentals. Developed an end-to-end ML pipeline that encompassed data loading, model training, evaluation, and deployment. Specialized in Computer Vision with an emphasis on CNN architectures and transfer learning. Deployed various projects to production using Hugging Face Spaces while practicing system design and preparing for ML engineer interviews.

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