Ml, Nlp, Python, Computer Vision, Deep Learning, Multimodal Modelling, Ai, Statistics

causal inference , Multi-Armed Bandits (MAB), Markov Decision Processes (MDPs), Mixed-Integer Programming (MIP), constrained optimization , Tensorflow, Scipy, Pytorch, Pyspark, Python, CVXPY, Gurobi, Price Elasticity Modeling, Q-Learning, Policy Optimization, Budget Allocation frameworks, Bayesian Optimization, Contextual Bandits, Counterfactual Evaluation, Offline Reinforcement Learning, Uplift Modeling

Sql, Spark, Python, heuristics, Integer Programming, Linear Programming, Classification, Operations Research, Regression, Time-series forecasting

Sql, Spark, Python, Predictive Modelling, Pandas, MLOps practices, Jupyter, AI agents, ML systems development, matching algorithms, cloud platforms, Forecasting, ML models, lift analyses

Redshift, Machine Learning, Hadoop, Apache Spark, Neural Networks, Python, Sql, Machine Learning Algorithms, R, Big Data tech stacks, Statistics, linear algebra

Deep Learning, Tensorflow, Machine Learning, Scala, XGBoost, Pyspark, Keras, Python, Random Forests, scikit-learn, MLlib, SVMs