Skills

Programming Languages

  • Python
  • SQL
  • Java
  • C++
  • R
  • MATLAB
  • LaTeX

Machine Learning & Data Science

  • Pandas
  • NumPy
  • scikit-learn
  • XGBoost
  • Feature Engineering
  • Data Cleaning
  • Exploratory Data Analysis
  • Model Evaluation
  • Data Visualization

Deep Learning

  • TensorFlow (coursework)
  • PyTorch
  • Neural Networks
  • Convolutional Neural Networks
  • Backpropagation
  • Gradient Descent
  • Computational Graphs
  • Automatic Differentiation
  • Batch Normalization
  • Layer Normalization
  • Softmax & Cross-Entropy
  • Model Training and Validation

Technical Tools

  • FastAPI
  • Streamlit
  • PostgreSQL
  • Docker
  • Git
  • pytest
  • Playwright
  • Linux
  • Jupyter Notebook
  • Proxmox
  • WireGuard