Muhammad Faizan Email and Phone Number
I am a passionate ๐๐๐๐ก๐ข๐ง๐ ๐๐๐๐ซ๐ง๐ข๐ง๐ ๐๐ง๐ ๐ข๐ง๐๐๐ซ with ๐จ๐ฏ๐๐ซ ๐ญ๐ก๐ซ๐๐ ๐ฒ๐๐๐ซ๐ฌ of experience in ๐๐๐ฏ๐๐ฅ๐จ๐ฉ๐ข๐ง๐ , ๐จ๐ฉ๐ญ๐ข๐ฆ๐ข๐ณ๐ข๐ง๐ , and ๐๐๐ฉ๐ฅ๐จ๐ฒ๐ข๐ง๐ Machine Learning models at scale. My expertise spans ๐๐จ๐ฆ๐ฉ๐ฎ๐ญ๐๐ซ ๐๐ข๐ฌ๐ข๐จ๐ง, ๐๐๐ญ๐ฎ๐ซ๐๐ฅ ๐๐๐ง๐ ๐ฎ๐๐ ๐ ๐๐ซ๐จ๐๐๐ฌ๐ฌ๐ข๐ง๐ ๐ (๐๐๐), and ๐๐๐๐ฉ ๐๐๐๐ซ๐ง๐ข๐ง๐ , with a growing interest in the transformative potential of ๐๐๐ง๐๐ซ๐๐ญ๐ข๐ฏ๐ ๐๐ (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 ๐จ๐ฏ๐๐ซ 1 ๐ฆ๐ข๐ฅ๐ฅ๐ข๐จ๐ง ๐ข๐ฆ๐๐ ๐๐ฌ 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 "๐ต๐๐๐๐ ๐ต๐๐๐๐๐ ๐ต๐๐๐๐๐๐ ๐จ๐๐๐๐๐๐๐๐๐๐๐ ๐๐๐ ๐ฉ๐๐๐๐ ๐ป๐๐๐๐ ๐บ๐๐๐๐๐๐๐๐๐๐๐ ๐๐ ๐ด๐๐๐๐๐๐๐ ๐๐ ๐ด๐น ๐ฐ๐๐๐๐๐" 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 10 ๐๐๐ ๐๐ง๐ ๐๐ซ๐๐ง๐ฌ๐๐จ๐ซ๐ฆ๐๐ซ-๐๐๐ฌ๐๐ models on the ๐๐ซ๐๐๐ 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.
National University Of Sciences And Technology (Nust)
View- Website:
- nust.edu.pk
- Employees:
- 4573
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Research Associate - AiNational University Of Sciences And Technology (Nust)Islamabad, Pk -
Research Associate - AiNational University Of Sciences And Technology (Nust) Sep 2023 - PresentIslฤmฤbฤd, PakistanDeveloping 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. -
Machine Learning EngineerWeb Solutions Plus (Smc-Pvt) Ltd Apr 2022 - Jun 2023Islamabad, PakistanI 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.
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Python DeveloperEast Industries Jun 2021 - Dec 2021Industrial Estate Peshawar, Khyber Pakhtunkhwa, PakistanI worked on pharmaceutical quality control lab testing machines. My responsibilities were to program and control actuators in testing machines.
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Research InternNational Centre Of Robotics And Automation Jan 2021 - May 2021Department 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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Muhammad Faizan
Tired Of Low Roi? I Build Impactful Influencer Marketing & Ugc Strategies For Shopify & Amazon Brands ๐ | Maximize Growth & ProfitsMalir District -
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MUHAMMAD FAIZAN
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