Skills
Computer Vision
Face Morphing Attacks (Image Generation) and Defense (Detection / Fingerprinting), Facial Micro-Expression Spotting and Recognition, Face Recognition, Facial Dynamics Analysis, Face Detection, Facial Landmark Localization, Deepfake Detection
Machine Learning / Deep Learning
Pattern Recognition, Classification, Regression/Prediction, Generative AI, Few-shot Learning, Unsupervised Learning, Transfer Learning
Deep Learning Frameworks / Models
PyTorch, Tensorflow, Keras; CNN, GANs, Autoencoder(AE), Transformer
Data Science
Data Engineering, Data Analysis, Data Gathering/Cleaning/Wrangling, Data Exploratory, Data Mining, Data Visualization
Programming Languages
Python, R, Matlab, Java, JSP, C#, .Net framework, C, C++
Python Packages
NumPy, Pandas, Scikit-Learn, Scikit-Image, Matplotlib, Seaborn, SciPy, OpenCV, Dlib, Pillow, ImgAug, PyVision, ImageIO, bob.measure, PyQt4, etc.
Tools
JupyterLab, Jupyter Notebooks
Database Systems
SQL; Oracle Database, MySQL, PostgreSQL
Software Development Process Management
Software Development Life Cycle (SDLF), Business Process Management (BPM), Personal Software Process (PSP), Team Software Process (TSP), Capability Maturity Model (CMM), Capability Maturity Model Integration (CMMI), Rational Unified Process (RUP), etc.
Version Control Systems
GitHub, TortoiseSVN, GitLab