Curriculum Vitae

Syed Muhammad Hussain

Karachi, Pakistan
P: +92 3453887230
E: sh06892@st.habib.edu.pk
LinkedIn | GitHub | Google Scholar

Education

Habib University
Bachelor of Science | Aug 2020 - April 2024
Major in Computer Science | Minor in Electrical and Computer Engineering
Relevant Coursework: Deep Learning, Software Engineering, Machine Learning, Algorithms, Robotics

DJ Science Govt. College
Pre-Engineering | Sept 2018 - May 2020

Work Experience

BEAM AI
Associate Machine Learning Engineer | May 2024 - Present

• Specializing in Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) systems.
• Focus on developing AI agents for automating domain-specific business workflows using advanced NLP techniques.

Folio3
AI/ML Intern | July 2023 - Sept 2023

• Developed object detection and segmentation models, gaining practical experience in computer vision.

Habib University
Research Project Assistant | May 2022 - Aug 2023

• Researched and developed solutions for detecting camouflaged objects in images and videos, addressing challenges in military, wildlife conservation, and surveillance.

Habib Bank
SOC Intern | July 2022 - Aug 2022

• Worked with IBM Qradar tools, SIEM, and SOAR technologies to enhance cybersecurity in a dynamic SOC environment.

University Projects

• Suspicious Event Detection Pipeline
  Automated video summarization using OpenCV, ConvLSTM, and LRCN for security threat prevention.
  Project Link

• Vision-Based Assistive Device
  Developed a device using computer vision to interpret hand gestures, enabling communication for elderly and disabled individuals.
  Project Link

• Visual Measurement and Control Techniques for UAVs
  Explored methods to improve UAV control systems.
  Project Link

• Autonomous Food Delivery Robot
  Created an autonomous delivery system using SLAM and Voice Bot technology for indoor restaurants.
  Project Link

• Arabic Phonemes Classification Using CNN
  Classified Arabic phonemes using CNNs for language processing applications.
  Project Link

• Microbial Cell Detection
  Developed a real-time microbial cell detection and segmentation application using YOLOv8.
  Project Link

• Classical Image Segmentation
  Implemented image segmentation algorithms in Python using OpenCV and SimpleITK.
  Project Link

• Software Engineering Project
  Developed a mobile app for social connectivity within neighborhoods.
  Project Link

• YOLOv8 Object Detection with OpenCV
  Applied object detection using YOLOv8 in various domains.
  Project Link

Publications

• Advancing Real-Time Camouflaged Object Detection with YOLOv8
  S.M. Hussain, Afsah Hyder, Samiya Ali Zaidi, S.M. Ali Rizvi, Dr. Muhammad Farhan.
  2024 6th International Conference on Advances in Computer Vision, Image, and Virtualization. Sanya, China.
  (Acceptance Letter)

• Automated Video Summarization for Suspicious Event Detection in Surveillance Systems
  S.M. Hussain, Azeem Haider, Affan Habib, Dr. Muhammad Farhan.
  20th International Bhurban Conference on Applied Sciences and Technology IBCAST 23. Islamabad, Pakistan.
  (Under Proceeding)

• Integrated Ensemble Learning for Remote Health Monitoring
  S.M. Hussain, Samiya Ali Zaidi, Afsah Hyder, Dr. M. Mobeen Movania.
  25th International Multitopic Conference INMIC 23. Lahore, Pakistan.
  Paper Link

• Arabic Phoneme Classification through Ensemble Techniques
  S.M. Hussain, Muhammad Najeeb Jilani, Munim Ul Haq, Dr. Muhammad Shahid Shaikh.
  5th International Conference on Advancements in Computational Sciences. Lahore, Pakistan.
  Paper Link

• Navigating the Maze Environment in ROS-2: An Experimental Comparison of Global and Local Planners for Dynamic Trajectory Planning in Mobile Robots
  S.M. Hussain, Syed Muhammad Daniyal Murtaza Zaidi, Ahmed Atif, Laiba Ahmed, Dr. Qasim Pasta, Dr. Basit Memon.
  50th IEEE Industrial Electronics Conference (IECON). Chicago, USA.
  (Acceptance Letter)

• Enhanced Camouflaged Object Detection for Agricultural Pest Management: Insights from Unified Benchmark Dataset Analysis
  Syed Muhammad Hussain, Samiya Ali Zaidi, Afsah Hyder, Syed Muhammad Ali Rizvi, Muhammad Farhan.
  21th International Bhurban Conference on Applied Sciences and Technology IBCAST 24. Islamabad, Pakistan.
  (Under Proceeding)

Extra-Curriculars

Medium Blogs
Selected Articles:

• Single-Stage Object Detectors: A Fast Approach to Object Detection
• Usability Evaluation of Financial Banking and Ride-Hailing Applications
• The AI Trees (Design Fiction)
• Early Childhood Development And Interaction With Technology In Pakistan
• Understanding Human-Computer Interaction

Pakistan Science Club
Workshop Organizer:

• Organized programming workshops, contributing to skills in workshop management and facilitation.

Texas A&M: Invent For The Planet
Team Leader:

• Led a team to address global challenges in a 48-hour innovation event, focusing on teamwork and collective action.

Additional Information

Technical Skills:
Pytorch, TensorFlow, Robot Operating System, Data Science, Machine Learning, Algorithms & Design

Honors & Awards:
Awarded a fully funded 4-year scholarship through the Habib University TOPS