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Syed Muhammad A. - , MongoDB, Hugging Face

My name is Syed Muhammad A. and I have over 5 years years of experience in the tech industry. I specialize in the following technologies: Machine Learning, Deep Learning, PyTorch, Natural Language Processing, TensorFlow, etc.. I hold a degree in Master of Philosophy (MPhil). Some of the notable projects I’ve worked on include: 99Gens, Augmento. I am based in Jhelum, Pakistan. I've successfully completed 2 projects while developing at Softaims.

I am a business-driven professional; my technical decisions are consistently guided by the principle of maximizing business value and achieving measurable ROI for the client. I view technical expertise as a tool for creating competitive advantages and solving commercial problems, not just as a technical exercise.

I actively participate in defining key performance indicators (KPIs) and ensuring that the features I build directly contribute to improving those metrics. My commitment to Softaims is to deliver solutions that are not only technically excellent but also strategically impactful.

I maintain a strong focus on the end-goal: delivering a product that solves a genuine market need. I am committed to a development cycle that is fast, focused, and aligned with the ultimate success of the client's business.

Main technologies

  • 5 years

  • Machine Learning

    1 Year

  • Deep Learning

    4 Years

  • PyTorch

    3 Years

Additional skills

Direct hire

Potentially possible

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Experience Highlights

99Gens | By robots, for humans.™

I am the lead developer of 99Gens, an innovative platform that combines AI technology and creative expression to offer unique and personalized products to customers. I designed and implemented the entire backend of the platform, integrating different AI models to enhance the user experience. One of the models I integrated is Stability AI, which is used for text-to-image generation. I also implemented Super Resolution models to improve the quality of images used in the designs. Additionally, I designed a custom image processing model that is the heart of the product, providing users with high-quality, personalized designs. As part of the development process, I integrated the platform with different stores, including Shopify and Printful, to provide users with seamless access to a wider customer base and potential sales opportunities. I automated the entire process, making use of cloud services that are scalable, and generating SKUs/products as part of the automation. Throughout the development process, I prioritized security and privacy considerations, implementing robust measures to protect user data and intellectual property. The end result is a cutting-edge platform that offers unparalleled creative options for users and provides an additional channel for artists and designers to showcase their work and monetize their creativity. I am extremely proud of the work I've done on 99Gens, and the value it provides to users and businesses alike.

Augmento | Opensource Image Augmentation Library

Augmento is an open-source Python library that provides a comprehensive collection of image augmentation techniques for machine learning applications. The library offers a wide range of augmentation functions that can help improve the accuracy and robustness of computer vision models by introducing variations to the input data. Augmento is designed to be flexible and easy-to-use, with a user-friendly API that allows you to chain together different augmentation functions and customize their parameters to fit your specific use case. The library supports a variety of image formats and integrates well with popular machine learning frameworks like PyTorch and TensorFlow. As the lead developer, I worked on designing and developing the Augmento library, incorporating a variety of image augmentation techniques that can be applied to diverse machine learning use cases. The library offers a range of augmentation functions such as cropping, flipping, rotation, affine transformation, and color jittering, making it easy for developers to create diverse and representative training datasets and improve the performance of their models. Augmento is a valuable tool for computer vision projects, object detection algorithms, and neural networks for image classification. By using Augmento, developers can easily incorporate different types of image augmentations in their data pipeline and train more effective models. The library is open-source, which means that developers can use and contribute to the library for free. I am proud to have worked on Augmento and to have contributed to the machine learning community by creating a versatile and powerful image augmentation library.

Education

  • University of Gujrat

    Master of Philosophy (MPhil) in Computational Mathematics

    2018-01-01-2020-01-01

Languages

  • English
  • Urdu

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