Adil Qureshi

Adil Qureshi Email and Phone Number

Perception and Sensor Enhancement Intern @ Magna International
College Park, MD, US
Adil Qureshi's Location
Detroit Metropolitan Area, United States
About Adil Qureshi

#ComputerVision #Python #DeepLearning #MachineLearning

Adil Qureshi's Current Company Details
Magna International

Magna International

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Perception and Sensor Enhancement Intern
College Park, MD, US
Adil Qureshi Work Experience Details
  • Magna International
    Perception And Sensor Enhancement Intern
    Magna International
    College Park, Md, Us
  • Roadgauge Ltd
    Machine Learning/Computer Vision Engineer
    Roadgauge Ltd Aug 2022 - Jul 2024
    Developed an image-based road surface inspection product from the ground-up. Achieved surface defect measurement accuracy of < 4mm from a monocular road facing video.• Developed pipeline for 3D reconstruction of road surface.• Developed an algorithm for generating depth map and stitched 2D birds-eye-view (BEV) images of road surface.• Implemented planar surface segmentation algorithm for point-clouds to measure depth-based defects.• Trained CNN for semantic segmentation of road assets. Achieved IOU 91.34%.• Fused IMU and GPS data for robust scale estimation• Developed multiple ML and image processing based algorithms for calculating pavement condition index (PCI) based on client requirements.
  • Roadgauge Ltd
    Machine Learning/Computer Vision Intern
    Roadgauge Ltd May 2022 - Aug 2022
    • Improved existing algorithm for object tracking and inventory in cluttered background by 11% using classical CV and deep learning approaches.
  • National Center Of Artificial Intelligence- Ncai Sectt, Pakistan
    Research Assistant
    National Center Of Artificial Intelligence- Ncai Sectt, Pakistan May 2021 - Aug 2022
    Islāmābād, Pakistan
    Worked on classification and localization of abnormalities in EEG signals for assisting neurologists in diagnosis:• Developed CWT (continuous wavelet transform) based pre-processing routine to generate scalograms of EEG windows for training CNNs. Led to 25% increase in performance compared to initial baseline.• Trained and evaluated classical and deep learning based classification architectures (GoogLeNet, VGG16, EffienctNetB0, Random Forest Classifiers, Decision Trees, SVM).• Curated and published the first-of-its-kind event localization EEG dataset with a focus on South Asian demographics.

Adil Qureshi Skills

Microsoft Office Microsoft Word Electronics Microsoft Excel English Machine Learning Deep Learning Urdu

Adil Qureshi Education Details

Frequently Asked Questions about Adil Qureshi

What company does Adil Qureshi work for?

Adil Qureshi works for Magna International

What is Adil Qureshi's role at the current company?

Adil Qureshi's current role is Perception and Sensor Enhancement Intern.

What schools did Adil Qureshi attend?

Adil Qureshi attended University Of Michigan, National University Of Sciences And Technology (Nust).

What skills is Adil Qureshi known for?

Adil Qureshi has skills like Microsoft Office, Microsoft Word, Electronics, Microsoft Excel, English, Machine Learning, Deep Learning, Urdu.

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