Muhammad Arham

Muhammad Arham

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Visiting Research Fellow at University of Manitoba
Islamabad, Islamabad Capital Territory, Pakistan
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Full-time jobs
Starting at USD2K/month
Flexible work
Starting at USD30/hour
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Starting at USD800/month
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Timeline

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Résumé

Jobs verified_user 0% verified
  • University of Manitoba
    Visiting Research Fellow
    University of Manitoba
    Jun 2023 - Sep 2023 (4 months)
    - MITACS GRI 23 internship offered by Canada. I am working on a 3-month research project under the Faculty of Architecture. - The tasks include predicting luminance in building designs based on shoe-box simulations, using mathematical interpolation techniques and machine learning algorithms.
  • Vyro
    Machine Learning Engineer
    Vyro
    Sep 2022 - May 2023 (9 months)
    - Working on optimization and deployment of Machine Learning models. - Optimization of inference speeds on GPUs by converting architectures to TensorRT frameworks. - Worked on training and improving GAN-based Super Resolution architectures.
  • S
    Full-stack Web Developer
    Shadiyana
    Jun 2022 - Sep 2022 (4 months)
    - Worked on both frontend and backend technologies, gaining experience with ReactJS and NodeJS. - Debugged major sections of the website that allowed vendors to gain access to their profile. Automated a previously manual task. - Integrated advertisments, multiple communication channels, and notifications to to substantially increase customer interaction and increase revenue streams.
  • M
    Research And Development Intern
    Machine Vision and Intelligent Systems Lab SEECS
    May 2022 - Sep 2022 (5 months)
    - Learning State-of-the-art architectures used in the domain of computer vision. - mplementation of deep learning models using frameworks such as Tensorflow and Pytorch. - Project based work in the domain of facial recognition and video analytics.
  • T
    Research And Development Intern
    TUKL Research Lab
    Jun 2020 - Mar 2021 (10 months)
    - Learned about basics of Machine Learning and Deep Learning. - Worked in the domain of Natural Language Processing. - Built a Semantic Search Engine primarily for Pakistani legal data.
Education verified_user 0% verified
  • Coursera
    Generative Deep Learning with TensorFlow
    Coursera
    Sep 2022
  • Coursera
    TensorFlow: Advanced Techniques Specialization
    Coursera
    Sep 2022
  • Coursera
    Advanced Computer Vision with TensorFlow
    Coursera
    Aug 2022
  • National University of Sciences and Technology NUST
    Bachelor of Engineering
    National University of Sciences and Technology NUST
    Jan 2020 - Jan 2024 (4 years 1 month)
Projects (professional or personal) verified_user 0% verified
  • I
    Image Captioning
    Feb 2021
    - Implemented an Image Captioning model using CNN Encoder and RNN Decoder, implementing in PyTorch.
  • E
    Embeddings in OneFlow Diffusers
    Feb 2020
    - Additional changes to the OneFlow and Diffusers repository from HuggingFace. Allowed incorporating embeddings fies into the diffusers pipeline, similar to the AUTOMATIC1111 WebUI.
  • D
    DCGAN
    Feb 2019
    - Implemented the DCGAN paper for Generative AI in PyTorch.