Sql, Tensorflow, Pytorch, Data Warehousing, Python, data analysis tools, data analytics solutions, large-scale ML models, ML pipeline orchestration platforms, scikit-learn, Hugging Face Transformers, classical ML algorithms, transformer-based LLM architectures, ETL processes

Tensorflow, Numpy, Machine Learning, Pandas, Pytorch, XGBoost, Python, Sql, scikit-learn

snowflake , Machine Learning, MLops, Amazon Redshift, Python, Computer Vision, LLM-based systems, LLMOps, Software engineering fundamentals

causal inference , Clustering, Sql, Python, Uplift modelling, Demand Forecasting, Randomisation, Instrumental variables, Difference-in-differences, Regression, Synthetic control, Classification, Price-elasticity estimation, Experiment design, Statistical ML modelling

Tensorflow, Sql, Pytorch, Python, Predictive Modeling, XGBoost, Data Visualization, Machine Learning, scikit-learn, Data Analysis, Statistical Modeling

causal inference , Clustering, Sql, Python, Uplift modelling, Time-series, Demand Forecasting, Instrumental variables, Difference-in-differences, Regression, Synthetic control, Classification, Price-elasticity estimation, Experiment design, Statistical ML modelling

Predictive Modeling, Amazon Web Services, Machine Learning, Artificial Intelligence, Natural Language Processing, Data Mining, Apache Spark, Big Data, Sql, Deep Learning, Data Science, Algorithms, Spark, Data Visualization, Python, Statistics, Statistical Modeling, Data Analysis

Spark SQL, Python, Model evaluation metrics, Feature engineering

data mining, Schema Design, Python, Sql, Statistical Analysis, R, data querying, dimensional data modeling