My Tech Stacks

Math

• Linear Algebra
• Calculus
• Probability
• Statistics

Machine Learning

• Shallow learning algorithms
• Deep learning: PyTorch
  • CNN, RNN, LSTM, GAN, Transformer
• NLP: text classification, NER, text summarization
• Quant trading

Software Development

• Data Structures and Algorithms
• ML pipelines
  • Python
  • Rust: DS backend development
• Web development:
  • Backend: Flask, Express.js
  • Frontend: React
• Database: Google BigQuery, PostgreSQL
• Big Data: Spark
• Utils: Bash, Git