Zulfiqar Ali
Multimodal Data Analysis || Signal-Processing || MATLAB || Image-Processing
Languages
Skills
Headline
Multimodal Data Analysis || Signal-Processing || MATLAB || Image-Processing
Biography
I am passionate about leveraging machine learning to solve real-world problems, accelerate AI product innovation, and empower teams. With over 5 years of experience building predictive models, designing data-driven solutions, and bridging technical and business goals, I specialize in translating data into actionable insights.
My technical expertise includes Python, JavaScript, SQL, and MATLAB, with cloud expertise across AWS, Azure, and GCP ML stacks. I'm proficient in frameworks such as TensorFlow, PyTorch, scikit-learn, and XGBoost.
Currently working as a Data Analyst at the Press Information Department, I build automated pipelines to collect and preprocess real-time data from diverse sources for machine learning applications and develop real-time analytics dashboards.
Previously, I worked as a Research Assistant at Sejong University's Center for Photonic Systems, where I applied artificial intelligence and advanced signal processing techniques to improve biomedical imaging for cardiovascular disease diagnosis. My research involved developing robust imaging pipelines and extracting features from micro-endoscopy data for predictive modeling.
At the National Center of Artificial Intelligence (SmartCity Lab), I built high-dimensional probabilistic models for vision-based robot navigation and 3D scene reconstruction, designed decision-making systems for autonomous agents, and developed learning-based control strategies.
During my tenure as a Graduate Research Assistant at COMSATS University Islamabad, I focused on statistical data science and machine learning applications to real-world behavioral datasets, applying Hierarchical Bayesian modeling techniques and designing semi-supervised learning pipelines.
I hold a Master of Science in Applied Mathematics from COMSATS University Islamabad and am currently pursuing research in Artificial Intelligence at The University of Texas Rio Grande Valley.
Certifications
- Machine Learning with Python
- Advanced Machine Learning and Signal Processing
- Data Science Orientation
- Fundamentals of Scalable Data Science
Professional Experience
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Data Analyst
March 2023 - PresentPress Information Department, Islamabad, Pakistan
Built automated pipelines to collect and preprocess real-time data from diverse sources for machine learning applications. Developed real-time analytics dashboards using Power BI and Python to monitor media trends and model performance.
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Research Assistant
September 2022 - February 2023Sejong University, Seoul, South Korea
Applied artificial intelligence and advanced signal processing techniques to improve biomedical imaging for cardiovascular disease diagnosis. Developed robust imaging pipelines and extracted features from micro-endoscopy data for predictive modeling.
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Deep Learning Researcher
September 2021 - August 2022National Center of Artificial Intelligence, Pakistan
Built high-dimensional probabilistic models for vision-based robot navigation and 3D scene reconstruction. Designed decision-making systems for autonomous agents operating in dynamic environments.
Education
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The University of Texas Rio Grande Valley
2024 - 2027Research Assistant, Artificial Intelligence
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COMSATS University Islamabad
2018 - 2020Master of Science, Applied Mathematics
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University of Gujrat
2012 - 2017Bachelor of Science, Applied Mathematics
Courses Taught
Data Analytics Fundamentals
A comprehensive introduction to data analytics principles and techniques. Learn data collection, cleaning, analysis, and visualization using Python and popular data science libraries.
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Machine Learning for Data Analysis
Master machine learning techniques for data analysis. Learn supervised and unsupervised learning algorithms, model evaluation, and practical implementation using scikit-learn and TensorFlow.
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Signal Processing and Image Analysis
Advanced course on signal processing and image analysis techniques. Learn digital signal processing, image enhancement, feature extraction, and computer vision applications using MATLAB and Python.
View CourseUpcoming Events
Data Analytics Workshop
Join this hands-on workshop where we'll explore practical data analytics techniques and tools for extracting insights from complex datasets.
Register NowMachine Learning and AI Conference
A full-day conference featuring talks on the latest advancements in machine learning and artificial intelligence research and applications.
Register NowSignal Processing and Image Analysis Workshop
An intensive workshop on signal processing and image analysis techniques. Learn digital signal processing, image enhancement, and feature extraction using MATLAB and Python.
Register Now