PhD in Computer Vision at MBZUAI | Researcher | Geospatial ML | Machine Learning Engineer | geoAI |
Experience
PhD in Computer Vision
Organization: Mohamed bin Zayed University of Artificial Intelligence MBZUAI
Python developer 2017-2022
Organization: Upwork
- Conversion program development of Google map coordinates, KML from map tiles using GitHub repositories
- Automate the extraction and visualization of data using Beautiful Soup, NumPy and Pandas Python Libraries
- Data scraping, data cleaning and visualization from dynamic websites
- Developed technical and educational content/tutorials
Teaching Assistant 2015-2017
Institute: National University of Science and Technology NUST, Islamabad Pakistan Subject: Digital System Design, Image Processing
- Assisted faculty in teaching, developing resources, conducting and grading the assessments/quizzes/term projects
- Conducted electronics lab sessions, prepared tutorials and presentations
- Assisted remotely through email/TeamViewer and also maintained regular office hours to advise students
Research Assistant 2012-2014
Institute: Centre of Excellence in FPGA and ASIC research CEFAR National University of Science and Technology NUST, Islamabad Pakistan Project: Secure Dial- FPGA based AES encryption of voice channel
- Developed AC_97 codec controller in FPGA
- Interfaced modules from TX/RX channels for ADPCM compression and AES encryption, RFID card interfacing
- Implemented design in Hardware (FPGA) of SIFT Algorithm stages
- Implemented Inter integrated circuit I2C bus Master Controller in Verilog
Courses & Certifications
Computer Vision, Kaggle - Dec 2022
Image Classifier with Keras, Custom Convnet, Transfer Learning, Data Augmentation
Intermediate Machine Learning, Kaggle - Aug 2021
XGBoost, Pipelines, Leakage, Missing values, Categorical variables, Cross-validation
Intro to Machine Learning, Kaggle - Aug 2021
Scikit-learn, Random Forest, Decision Tree
Intro to Deep Learning, Kaggle - Aug 2021
Deep learning, TensorFlow, Deep neural networks, SGD
Introduction to Data Science in Python, University of Michigan - March 2021
Lambdas, NumPy, Pandas, Data manipulation and cleaning, Statistical analyses
Machine Learning by Andrew Ng, Standford University - ongoing
Supervised and unsupervised learning, Regression, Neural networks, Error analysis
Cisco Certified Network Associate (CCNA) Training, Esupak Uet - Aug 2007
Network fundamentals, Network access, IP connectivity, IP service
EDUCATION
Masters in Electrical Engineering
National University of Science and Technology NUST ISL Pakistan,2016
Thesis: Partial reconfigurable architecture for isomer implementation on FPGA, CGPA 3.6/ 4.0
Bachelors in Electrical Engineering
University of Engineering and Technology UET Lahore Pakistan, 2012
Awarded gold medal & honours degree, CGPA 3.84 / 4.0