Muhammad Faizan

Muhammad Faizan Email and Phone Number

Islamabad, PK
Muhammad Faizan's Location
Islamabad, Islฤmฤbฤd, Pakistan, Pakistan
About Muhammad Faizan

I am a passionate ๐Œ๐š๐œ๐ก๐ข๐ง๐ž ๐‹๐ž๐š๐ซ๐ง๐ข๐ง๐  ๐„๐ง๐ ๐ข๐ง๐ž๐ž๐ซ with ๐จ๐ฏ๐ž๐ซ ๐ญ๐ก๐ซ๐ž๐ž ๐ฒ๐ž๐š๐ซ๐ฌ of experience in ๐๐ž๐ฏ๐ž๐ฅ๐จ๐ฉ๐ข๐ง๐ , ๐จ๐ฉ๐ญ๐ข๐ฆ๐ข๐ณ๐ข๐ง๐ , and ๐๐ž๐ฉ๐ฅ๐จ๐ฒ๐ข๐ง๐  Machine Learning models at scale. My expertise spans ๐‚๐จ๐ฆ๐ฉ๐ฎ๐ญ๐ž๐ซ ๐•๐ข๐ฌ๐ข๐จ๐ง, ๐๐š๐ญ๐ฎ๐ซ๐š๐ฅ ๐‹๐š๐ง๐ ๐ฎ๐š๐ ๐ž ๐๐ซ๐จ๐œ๐ž๐ฌ๐ฌ๐ข๐ง๐ ๐  (๐๐‹๐), and ๐ƒ๐ž๐ž๐ฉ ๐‹๐ž๐š๐ซ๐ง๐ข๐ง๐ , with a growing interest in the transformative potential of ๐†๐ž๐ง๐ž๐ซ๐š๐ญ๐ข๐ฏ๐ž ๐€๐ˆ (e.g., large language models and diffusion models).One of my notable achievements includes leading a team to acquire and train an object detection model on ๐จ๐ฏ๐ž๐ซ 1 ๐ฆ๐ข๐ฅ๐ฅ๐ข๐จ๐ง ๐ข๐ฆ๐š๐ ๐ž๐ฌ to significantly enhance recall for a retail application, and productionizing the system on Jetson Orin Nano and Axis Communication Cameras. Currently pursuing an MS in Robotics & AI at the National University of Sciences & Technology (NUST), Islamabad, I currently working on my MS thesis titled "๐‘ต๐’๐’—๐’†๐’ ๐‘ต๐’†๐’–๐’“๐’‚๐’ ๐‘ต๐’†๐’•๐’˜๐’๐’“๐’Œ ๐‘จ๐’“๐’„๐’‰๐’Š๐’•๐’†๐’„๐’•๐’–๐’“๐’† ๐’‡๐’๐’“ ๐‘ฉ๐’“๐’‚๐’Š๐’ ๐‘ป๐’–๐’Ž๐’๐’“ ๐‘บ๐’†๐’ˆ๐’Ž๐’†๐’๐’•๐’‚๐’•๐’Š๐’๐’ ๐’Š๐’ ๐‘ด๐’–๐’๐’•๐’Š๐’Ž๐’๐’…๐’‚๐’ ๐‘ด๐‘น ๐‘ฐ๐’Ž๐’‚๐’ˆ๐’†๐’”" The focus of my work is to design a state-of-the-art hybrid neural network that captures spatial and channel-wise features to identify subtle anomalies in brain regions. The proposed method has outperformed 10 ๐‚๐๐ ๐š๐ง๐ ๐“๐ซ๐š๐ง๐ฌ๐Ÿ๐จ๐ซ๐ฆ๐ž๐ซ-๐›๐š๐ฌ๐ž๐ models on the ๐๐ซ๐š๐“๐’ 2023 brain tumor dataset. I love continuous learning and staying ahead of emerging trends in AI. I have earned 15+ certifications in Deep Learning, Machine Learning, and Generative AI. Looking ahead, I aim to leverage my skills to solve impactful problems, particularly in healthcare AI, Generative AI, and multimodal AI systems. I am driven by the vision of creating trustworthy, adaptable AI models that unify diverse data modalities and capitalize by their scale and the large dataset.

Muhammad Faizan's Current Company Details
National University of Sciences and Technology (NUST)

National University Of Sciences And Technology (Nust)

View
Research Associate - AI
Islamabad, PK
Website:
nust.edu.pk
Employees:
4573
Muhammad Faizan Work Experience Details
  • National University Of Sciences And Technology (Nust)
    Research Associate - Ai
    National University Of Sciences And Technology (Nust)
    Islamabad, Pk
  • National University Of Sciences And Technology (Nust)
    Research Associate - Ai
    National University Of Sciences And Technology (Nust) Sep 2023 - Present
    Islฤmฤbฤd, Pakistan
    Developing an AI-powered Obstacle Detection and Warning System for Pakistan Railways to enhance safety by enabling timely detection of track obstructions. The system generates real-time alerts to prevent catastrophic damages to locomotives, particularly in challenging conditions such as smog, severe weather, and low-visibility scenarios.The solution integrates radar, thermal imaging, and optical cameras to provide comprehensive insights into obstacle identification and distance estimation. This multimodal approach ensures accurate, real-time analysis, supporting safe and efficient railway operations.Collection of a large thermal and optical image pairs dataset to enable research and development of sensor fusion and deep learning models for railway scenarios.
  • Web Solutions Plus (Smc-Pvt) Ltd
    Machine Learning Engineer
    Web Solutions Plus (Smc-Pvt) Ltd Apr 2022 - Jun 2023
    Islamabad, Pakistan
    I worked on real-time video analytics solutions for retail analytics. I was furthermore, optimizing the architecture of deep learning models for the real-time applications running on edge. I was responsible for designing, developing, training, scaling & maintaining, and deploying machine learning models.
  • East Industries
    Python Developer
    East Industries Jun 2021 - Dec 2021
    Industrial Estate Peshawar, Khyber Pakhtunkhwa, Pakistan
    I worked on pharmaceutical quality control lab testing machines. My responsibilities were to program and control actuators in testing machines.
  • National Centre Of Robotics And Automation
    Research Intern
    National Centre Of Robotics And Automation Jan 2021 - May 2021
    Department Of Mechatronics Engineering, Hayatabad Phase-V Peshawar.
    I worked on precision agriculture at the National Centre of Robotics and Automation lab, using machine vision and deep learning. I employed YOLOv5-medium for object detection, achieving 79% mAP @0.5 IoU. I also designed a custom neural network for crop/weed classification with 98.5% accuracy. In my final year project, I optimized a variable rate application sprayer, simulating it in MATLAB/Simulink.

Muhammad Faizan Education Details

Frequently Asked Questions about Muhammad Faizan

What company does Muhammad Faizan work for?

Muhammad Faizan works for National University Of Sciences And Technology (Nust)

What is Muhammad Faizan's role at the current company?

Muhammad Faizan's current role is Research Associate - AI.

What schools did Muhammad Faizan attend?

Muhammad Faizan attended National University Of Sciences And Technology (Nust), University Of Engineering & Technology Peshawar.

Who are Muhammad Faizan's colleagues?

Muhammad Faizan's colleagues are Waqas Ahmed, Sarfraz Ali, Fiza Shah, Yasir Aziz, Ehtisham Haider, M Talal Qamar Sahi, Ahmed Hassan.

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