Skills
Everything I work with, grouped by domain.
Technical Skill Set
Machine Learning & Research
- Multi-Modal Machine Learning
- Deep Learning Architectures
- Computer Vision
- Image & Video Processing
- Anomaly Detection
- Feature Engineering
- Self-Supervised Learning
- Zero-Shot Learning
- Contrastive Learning
Models & Architectures
- CNN
- Transformer
- TimeSformer
- CLIP
- DPC-RNN
- MLP
Deep Learning Frameworks
- PyTorch
- TensorFlow
ML & Data Libraries
- NumPy
- Pandas
- Matplotlib
- Seaborn
- Scikit-learn
- XGBoost
- LightGBM
- SMOTE
- OpenCV
Classical ML Algorithms
- Random Forest
- AdaBoost
- SVM
- KNN
- Logistic Regression
- Linear Regression
Programming Languages
- Python (Proficient)
- C
- C++
- Java (Basics)
- PHP
Databases
- MySQL
- PostgreSQL (Learning)
Developer Tools
- Git
- GitHub
- Docker
- VS Code
- PyCharm
- Jupyter Notebook
- Google Colab
Cloud & Data Platforms
- Google Cloud Platform
- Google Cloud Compute Engine
- KoboToolbox
Web Development
- WordPress
- Divi Page Builder
- Elementor Page Builder
- Divi Theme
- Astra Theme
- Laravel
E-Learning Platforms
- Moodle
- H5P
- SCORM
- Boost Theme
- New Learning Theme