Chirag Bansal

# Machine Learning & Analytics
ml_stack = {
  "core": ["Python", "R", "SQL"],
  "ml_libs": ["scikit-learn", "pandas", "numpy"],
  "deep_learning": ["TensorFlow", "PyTorch"],
  "visualization": ["matplotlib", "seaborn", "plotly"]
}

# Data Engineering & Deployment
deployment = ["Docker", "AWS", "Apache Spark", "MLflow"]

# Core competencies
specializations = [
  "Predictive Analytics & Forecasting",
  "Customer Behavior Analysis",
  "Statistical Modeling & A/B Testing",
  "Business Intelligence & Reporting"
]

# Current learning path
status = "Building ML solutions that solve real problems"