Technical Skills
Programming Languages
Python, SQL, R, Matlab, Java, JSP, C#, .Net framework, C, C++
Frameworks
PyTorch, Tensorflow, ML.NET, Keras
Libraries
NumPy, Pandas, Scikit-Learn, Scikit-Image, Matplotlib, Seaborn, SciPy, OpenCV, Dlib, Pillow, ImgAug, PyVision, ImageIO, bob.measure, PyQt4, etc.
Deep Learning
CNNs, GANs, Transformers, Autoencoders
Machine Learning
Supervised Learning (Classification, Regression/Prediction), Unsupervised Learning (Clustering), Few-shot Learning, Transfer Learning
Computer Vision
Face Morphing Attacks (Image Generation) and Defense (Detection / Fingerprinting), Facial Micro-Expression Spotting and Recognition, Face Recognition, Facial Dynamics Analysis, Gaze Estimation, Face Detection, Facial Landmark Localization, Pattern Recognition, Deepfake Detection
Data Science
Data Engineering, Data Analysis, Data Gathering/Cleaning/Wrangling, Data Exploratory, Data Mining, Data Visualization
Database
Oracle DB, MySQL, PostgreSQL
Tools
JupyterLab, Jupyter Notebooks
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