Muhammad Nazam Maqbool

Lecturer in Computer Science & Artificial Intelligence

Lahore, PK.

About

Dedicated Lecturer in Computer Science and Artificial Intelligence with 3+ years of experience, specializing in Machine Learning, Computer Vision, and Natural Language Processing. Proven ability to design and deliver captivating technical curricula, optimize complex AI models, and foster engaging learning environments that drive student success. Combines strong research acumen with exceptional interpersonal skills to cultivate an interactive academic atmosphere and contribute to cutting-edge AI advancements.

Work

University of Management and Technology, Lahore

|

Lecturer (Artificial Intelligence)

Lahore, Punjab, Pakistan

→

Summary

Delivers advanced Artificial Intelligence and Computer Science curricula, fostering an engaging learning environment for university students.

Highlights

Designed and implemented engaging lesson plans for core AI and CS subjects, enhancing student comprehension by fostering interactive classroom discussions and practical exercises.

Mentored students on complex projects involving Machine Learning, Computer Vision, and NLP, guiding them to successfully apply theoretical knowledge to real-world problems.

Integrated latest advancements in AI research and industry best practices into course materials, ensuring curriculum relevance and preparing students for emerging technological challenges.

Evaluated student performance through comprehensive assessments, providing constructive feedback to improve learning outcomes and skill development.

University of Sialkot

|

Lecturer (Computer Science)

Sialkot, Punjab, Pakistan

→

Summary

Taught foundational and advanced Computer Science courses, facilitating student learning and academic development.

Highlights

Delivered comprehensive lectures on core computer science concepts, ensuring a strong grasp of fundamentals for over 100 students per semester.

Developed and graded assignments, quizzes, and exams, providing timely feedback that supported student academic progress.

Utilized diverse teaching methodologies to accommodate various learning styles, leading to improved student engagement and retention of complex material.

Collaborated with faculty to align course content with departmental objectives, contributing to a cohesive and effective educational program.

University of Agriculture Sub Campus Burewala

|

Lecturer (Computer Science)

Burewala, Punjab, Pakistan

→

Summary

Instructed undergraduate students in Computer Science, focusing on practical application and theoretical understanding.

Highlights

Conducted interactive sessions and practical labs for computer science courses, enhancing students' hands-on technical skills.

Managed classroom dynamics effectively, fostering a positive and productive learning environment for diverse student groups.

Provided academic advising and support to students, helping them navigate coursework and career pathways within computer science.

Prepared and updated course materials, ensuring accuracy and relevance to current industry standards and academic requirements.

Al-Khawarizmi Institute of Computer Science (KICS)

|

Computer Vision and NLP Research Intern

Lahore, Punjab, Pakistan

→

Summary

Contributed to advanced research projects in Computer Vision and Natural Language Processing, optimizing machine learning models for high accuracy and scalability.

Highlights

Developed and optimized machine learning models for Computer Vision (CV) and Natural Language Processing (NLP) projects, enhancing performance and scalability of AI solutions.

Designed and fine-tuned deep learning algorithms for critical tasks including image classification, object detection, segmentation, and text processing.

Executed rigorous model evaluation and performance analysis, ensuring high accuracy and reliability of developed AI systems.

Collaborated with senior researchers to integrate cutting-edge techniques, contributing to the advancement of AI research initiatives.

UET Lahore

|

Graduate Assistant, Computer Science and Engineering

Lahore, Punjab, Pakistan

→

Summary

Supported academic and administrative functions in Computer Science and Engineering, contributing to curriculum development and student project oversight.

Highlights

Taught and designed laboratory subjects and projects, enhancing practical skills for over 50 undergraduate students in computer science.

Organized and facilitated seminars and workshops, improving student engagement and knowledge dissemination on emerging technical topics.

Contributed actively to key committees, including the Final Year Projects (FYP), National Computing Education Accreditation Council (NCEAC), Curriculum, and Administration, impacting academic standards and program development.

Demonstrated strong technical expertise, critical thinking, and effective multitasking in supporting faculty and student initiatives.

Education

University of Engineering and Technology, Lahore

Lahore, Punjab, Pakistan
→
Master of Science (MS CS) Computer Science Grade: CGPA: 3.66/4.0

University of Agriculture Faisalabad

Faisalabad, Punjab, Pakistan
→
Master of Science (MSc CS) Computer Science Grade: CGPA: 3.53/4.0, 73%

Bahauddin Zakariya University Multan

Multan, Punjab, Pakistan
→
Bachelor of Science (BSc.CS) Computer Science Grade: Marks Obtained: 56%

Awards

ICIC 2024 Conference Organizer Acknowledgment

5th ICIC Conference, UMT

Acknowledged as an organizer for the 5th International Conference on AI & Emerging Technologies (ICIC), UMT.

NCEAC Team Leader Appreciation Certificate

Computer Science Department, University of Sialkot (USKT)

Received an Appreciation Certificate as NCEAC Team Leader, nominated by the Computer Science Department for contributions to accreditation.

Laptop Award

Prime Minister's Laptop Scheme

Awarded a laptop under the prestigious Prime Minister's Laptop Scheme for academic achievement.

University Merit-Based Scholarship

University

Received a merit-based scholarship in recognition of outstanding academic performance.

Solar Energy Panel Award

Unknown

Recognized with a Solar Energy Panel award, indicating participation or achievement in a relevant initiative.

Essay Writing Competition Winner

CM Punjab Speech and Essay Writing competition

Won the Essay Writing Competition organized by CM Punjab, demonstrating strong communication and analytical skills.

Publications

Bridging Gesture Recognition and Robotic Control: An AI-Powered PHGR Algorithm Based Approach

Proposed an AI-powered PHGR algorithm to bridge gesture recognition with robotic control, currently under review for publication (Q1).

Boosting IoT Security: A Novel CondGAN-CNN Framework for Enhanced Intrusion Detection in Imbalanced Traffic

Introduced a novel CondGAN-CNN framework to enhance intrusion detection in imbalanced IoT traffic, currently under review for publication (Q1).

A Sentence-Level Encoder-Decoder Architecture for Designing Administrative Roman-Urdu Chatbot

Developed a novel encoder-decoder architecture to facilitate the design of an administrative Roman-Urdu chatbot, enhancing natural language interaction capabilities.

Machine Learning Model of Plant Disease Prediction: Cotton Leaf Curl Virus (CLCV) on Cotton Crop

Created a machine learning model for early and accurate prediction of Cotton Leaf Curl Virus (CLCV) on cotton crops, aiming to improve agricultural yield and disease management.

Machine Learning-Based Prediction of African Swine Fever (ASF) in Pigs

Developed an ML-based predictive model for African Swine Fever (ASF) in pigs, contributing to early detection and control strategies for livestock health.

Based on Enormous Reviews on Apple Products Fruity Suggestions to Improve Product Quality

Leveraged extensive Apple product reviews to generate data-driven suggestions for improving product quality and user satisfaction.

Feature-Based Sentiment Analysis for Apple Products Using Machine Learning

Conducted feature-based sentiment analysis on Apple product reviews using Machine Learning techniques to extract customer insights.

Empowering Classroom Interaction: Novel Approach to Hand Gesture Intelligence for Smart Environments

Pioneered a novel approach to hand gesture intelligence for smart classrooms, aiming to empower interaction and engagement in educational settings.

Lumypskin Classification and Examining its Severeness on Images Using Convolutional Neural Networks

Final Year Project focused on classifying Lumypskin and assessing its severity using Convolutional Neural Networks for image analysis.

Bridging the Communication Gap - A Symbolic Language Recognition and Translation App for Deaf Individuals

Developed a symbolic language recognition and translation application to bridge communication gaps for deaf individuals, enhancing accessibility.

Languages

English

Urdu

Punjabi

Certificates

Advancing Teaching Excellence

PHEC

Faculty Development Program (FDP)

UMT

Deep Learning

Kaggle

Computer Vision

Kaggle

Pandas for Data Analysis and Machine Learning

Kaggle

Data Cleaning with Python

Kaggle

Python for Machine Learning and Data Analysis

Kaggle

Skills

Machine Learning

Predictive Modeling, Deep Learning, Neural Networks, Scikit-learn, TensorFlow, PyTorch.

Computer Vision

Image Classification, Object Detection, Image Segmentation, Transfer Learning, OpenCV, Keras.

Natural Language Processing (NLP)

Text Processing, Data Analysis, Tokenization, Lemmatization, Stemming, Stop-word Removal.

Programming

Python, PHP, HTML, CSS, C, C++, Object-Oriented Programming, Data Structures, Operating Systems, Programming Fundamentals.

Data Analysis & Visualization

Excel, NumPy, Pandas, SQL, Data Cleaning.

Research & Development

Model Optimization, Performance Analysis, Algorithm Design, Problem Solving, Technical Documentation.

Teaching & Mentoring

Curriculum Development, Lesson Planning, Student Engagement, Academic Advising, Laboratory Instruction, Workshop Facilitation.

Professional & Soft Skills

Complex Technical Information Analysis, New Technology Adoption, Communication, Interpersonal Skills, Organization, Time Management, Collaboration, Concept Generalization.

Interests

Reading

Book Reading, Continuous Learning.

Technology Exploration

Learning New Technologies, AI Trends, Software Development.

Sports

Badminton, Physical Fitness.

Public Speaking

Presentations, Communication, Workshops.

References

Dr. Muhammad Usman Ghani Khan

Professor, UET Lahore | Email: usman.ghani@kics.edu.pk

Dr. Muhammad Saleem

Associate Professor, UAF, Faisalabad | Email: rana.m.saleem@uaf.edu.pk

Dr. Mudassar Hussain

Associate Professor, (GCET), Muscat, Oman | Official: mudassar.h@gcet.edu.om | Personal: mhtarar@gmail.com

Dr. Pervez Akhter

Associate Professor, NUML | Email: pervez.akhter@numl.edu.pk

Projects

OMNI-PRESENCE: Robust Human Detection Across Heterogeneous Scenes

→

Summary

Developed an advanced human detection system utilizing deep learning and object detection to identify individuals in diverse and challenging environments, including partial visibility.

Human Shadows as Indicators: A Novel Approach to Detection

→

Summary

Pioneered a computer vision project focusing on human detection by analyzing intricate shadow patterns, offering a solution for challenging visual environments.

SMS Spam Detection

→

Summary

Developed an SMS spam detection system leveraging machine learning and NLP techniques as a term project for an Information Retrieval course.