Muhammad Talha Imran

Muhammad Talha Imran

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location of Muhammad Talha ImranIslamabad, Islāmābād, Pakistan

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  • Timeline

  • About me

    |EME CE' 25|BSEAS EE' 23 | Graduate Electrical Engineer|

  • Education

    • National University of Sciences and Technology (NUST)

      2023 -
      Master's degree Computer Engineering
    • National University of Sciences and Technology (NUST)

      2023 -
      Master's degree Computer Engineering
    • Bahria University

      2019 - 2023
      Bachelor's degree Electrical Engineering

      🎓 Delighted to share insights into my Final Year Project, titled "Video Distortion Detection and Classification in the Context of Video Surveillance" within the domain of AI & ML, sponsored by NESCOM under RAC (Research Academic Collaboration).In the era of advanced video sensors boasting higher resolutions, the challenge persists in maintaining video quality amidst various environmental, encoding, and storage distortions. These distortions often render acquired videos ineffective for… Show more 🎓 Delighted to share insights into my Final Year Project, titled "Video Distortion Detection and Classification in the Context of Video Surveillance" within the domain of AI & ML, sponsored by NESCOM under RAC (Research Academic Collaboration).In the era of advanced video sensors boasting higher resolutions, the challenge persists in maintaining video quality amidst various environmental, encoding, and storage distortions. These distortions often render acquired videos ineffective for their intended purposes. Addressing this critical issue, our project aims to tackle the initial step in enhancing video quality: the detection and classification of distortions.Our primary objective revolves around developing robust algorithms to detect distortion types present in videos, further identifying the severity level of each distortion. Moreover, we endeavor to implement a system capable of classifying multiple distortions concurrently. Show less

  • Experience

    • Hult Prize Foundation

      Feb 2022 - Jun 2023
      • Campus Director

        Aug 2022 - Jun 2023
      • Volunteer

        Feb 2022 - Jul 2022
    • IEEE

      May 2022 - Jul 2023
      • General Secretary

        Sept 2022 - Jul 2023
      • IEEE BRANCH REPRESNTATIVE

        May 2022 - Sept 2022
    • National Electronics Complex Of Pakistan (NECOP)

      Jul 2022 - Sept 2022
      Junior Intern

      During my 3 months internship,I learned a lot about the basics and deep knowledge of machine learning and deep learning and also how these skills are implemented on the practial basis of simulation. Gained new knowledge on CVAT & Edge Impulse Software.

    • Bahria University

      Sept 2022 - Jul 2023

      Final Year Project - AI & ML Engineer (Research Academic Collaboration) | NESCOMProject Title: Video Distortion Detection and Classification in the Context of Video Surveillance under the supervision of Dr Imran Fareed Description:Developed robust algorithms utilizing Machine Learning (ML) for real-time detection and classification of distortions impacting video quality in surveillance systems. The project addressed challenges associated with environmental factors, encoding processes, and storage limitations. Key Achievements:- Designed and implemented algorithms to identify various distortion types with high accuracy.- Developed a system capable of classifying multiple distortions present simultaneously within a video frame.- Contributed to research efforts sponsored by NESCOM under the Research Academic Collaboration (RAC) program.-Collaborated with a renowned defense sector organization, gaining valuable experience in practical applications of AI for video surveillance. Show less

      • Student

        Sept 2019 - Jul 2023
      • AI/ML Project Researcher (Government Partnership)

        Sept 2022 - Jun 2023
    • National University of Sciences and Technology (NUST)

      Sept 2023 - now
      Graduate Student
    • National Centre of Robotics & Automation

      Nov 2023 - Apr 2024
      Research Assistant

      Medical Otoscope Project:Technical Skills: Successfully implemented Raspberry Pi (Compute Module 4) and IO board for an otoscope.Programming Expertise: Proficient in Python and PyQt5 for enhancing otoscope functionalities relevant to medical diagnostics.Innovation: Pioneering a unique approach to medical otoscopes, with potential for patent protection.Advanced Technology Exploration:Data-Driven Solutions Development:Problem-Solving Approach: Focused on frost and smoke detection through data analysis.Algorithm Development: Skilled in creating robust algorithms for early detection systems. Show less

    • Small Satellite Technology & Research Lab

      Aug 2024 - now
      Research Engineer

      Conducting cutting-edge research and development in CubeSat On-Board Computer (OBC) systems, focusing on satellite communication (SAT-COM) technologies.Designing, testing, and optimizing CubeSat OBC subsystems to ensure high reliability, efficiency, and compatibility with space platforms.Delivering laboratory courses for 7th-semester undergraduate students on spacecraft engineering, with a strong emphasis on OBC subsystem architecture and systems engineering practices.Collaborating on interdisciplinary projects to advance innovations in space technology. Show less

    • Springer Nature

      Jan 2025 - now
      Peer Reviewer

      I am honored to join Springer Nature as a Peer Reviewer, where I will contribute to the rigorous evaluation of research papers in my field. This role allows me to engage with cutting-edge research, uphold academic integrity, and support the advancement of scientific knowledge.Peer review is a critical part of the research ecosystem, ensuring that published work meets the highest standards of quality and relevance. I look forward to collaborating with fellow researchers and scholars to enhance the impact of scientific contributions. Show less

  • Licenses & Certifications

    • Machine Learning in CCTV (Data labelling)

      NECOP
      Jul 2022
    • Siemens S7-1200 PLC Course

      Udemy
      Nov 2023
    • Foundations of Project Management

      Coursera
      Dec 2023
    • Introduction to AWS

      DataCamp
      Jul 2024
    • Ultimate Microsoft Office: Excel,PowerPoint, word & Access

      Udemy
      Jun 2021
    • Basics Of Machine Learning

      Great Learning
      Oct 2023