Technical Skills

Languages and Frameworks

  • Programming Languages
    • Python
    • SQL
    • Core Java
  • Frameworks & Libraries
    • PyTorch
    • Apache Spark

Machine Learning

  • Deep Learning
    • Neural Networks
    • Transformers
  • Natural Language Processing
    • NLP
  • ML Development
    • Feature Engineering
    • Supervised Learning
    • Model Evaluation

Data Engineering

  • Core Concepts
    • ETL Pipelines
    • Data Warehousing
    • Data Modeling
  • Cloud Platforms
    • Microsoft Azure

Databases & BI

  • Database Technologies
    • Neo4J
    • MongoDB
    • Cassandra
  • Business Intelligence
    • Power BI

MLOps

  • Version Control
    • Git
  • Development Practices
    • CI/CD
    • Agile Methodology
  • Collaboration
    • Stakeholder Collaboration

Product and Analytics

  • Testing & Experimentation
    • A/B Testing
    • Hypothesis Testing
  • Analytics
    • Product Metrics