Programming & Tools
- Python
- C/C++
- SQL
- Power BI
- HTML/CSS
Frameworks/Libraries
- TensorFlow
- PyTorch
- scikit-learn
- OpenCV
- Pandas
- NumPy
- Matplotlib
- Seaborn
- XGBoost
- RandomForestClassifier
Machine Learning Concepts
- Neural Networks
- Convolutional Neural Networks (CNN)
- Recurrent Neural Networks (RNN)
- Long Short-Term Memory (LSTM)
- Transformers
- Large Language Models (LLMs)
- Deep Learning
- Supervised & Unsupervised Learning
- Evaluation Metrics: Accuracy, Precision, F1
Finance & Quantitative Analysis
- Credit Risk Modeling
- Fixed Income & Yield Curve Analysis
- Options Trading
- Asset Management
- Portfolio Management
- Market Analysis
- Macroeconomics
- A/B testing
- Microeconomics
- Business Intelligence (BI)
Mathematical Foundations
- Statistics
- Linear Algebra
- Multivariable Calculus
- Optimization
- Probability Theory
Business & Strategy
- Business Strategy
- Advertising Strategy
- Corporate Finance
- Client Relations
- Supply Chain Management
- Credit Terms
- Business-to-Business (B2B)
Creative & Technical Tools
- Adobe Photoshop
- Adobe Premiere
- Adobe After Effects
- Git / GitHub
- Ubantu