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Humayun I. AI, Machine Learning and Data Science

My name is Humayun I. and I have over 2 years of experience in the tech industry. I specialize in the following technologies: Machine Learning, Deep Learning, Computer Vision, Data Science, Image Processing, etc.. I hold a degree in , Doctor of Philosophy (PhD). Some of the notable projects I’ve worked on include: 3D object detection in RGB and LIDAR images, Active Learning Technique Development. I am based in Union City, United States. I've successfully completed 2 projects while developing at Softaims.

I possess comprehensive technical expertise across the entire solution lifecycle, from user interfaces and information management to system architecture and deployment pipelines. This end-to-end perspective allows me to build solutions that are harmonious and efficient across all functional layers.

I excel at managing technical health and ensuring that every component of the system adheres to the highest standards of performance and security. Working at Softaims, I ensure that integration is seamless and the overall architecture is sound and well-defined.

My commitment is to taking full ownership of project delivery, moving quickly and decisively to resolve issues and deliver high-quality features that meet or exceed the client's commercial objectives.

Main technologies

  • AI, Machine Learning and Data Science

    2 years

  • Machine Learning

    1 Year

  • Deep Learning

    1 Year

  • Computer Vision

    1 Year

Additional skills

Direct hire

Potentially possible

Previous Company

Google

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Experience Highlights

3D object detection in RGB and LIDAR images

Improved the AVOD framework with novel class specific based anchoring method for 3D object detection in RGB and LIDAR images.

Active Learning Technique Development

Developed Active Learning technique for progressively adopted to accelerate the development of machine learning solutions by allowing the model to query the data they learn from. AL technique with transfer learning and crowdsourcing is evaluated to solve a real-world problem of data selection for training.

Education

  • Harvard Medical School

    in Computer Vision, Machine Learning, Cancer Diagnosis, Medical Imaging

    2014-01-01-2017-01-01

  • Université Joseph Fourier - Grenoble 1

    Doctor of Philosophy (PhD) in Computer science

    2011-01-01-2014-01-01

Languages

  • English