Hadoop, Sql, Tensorflow, Pytorch, Gcp, XGBoost, Spark, Azure, Python, AWS, scikit-learn, R

Apache Airflow, Git, Power Bi, Pyspark, XGBoost, Python, Sql, scikit-learn, lgbm

Machine Learning, Sql, Python, GenAI, experimentation, Statistics, feature engineering, workflow orchestration, decision-support solutions

Unix Shell, Python, Sql, machine learning techniques

Sql, Git, Pandas, Numpy, Docker, XGBoost, Python, large tables, scikit-learn, window functions, PRECISION, LightGBM, Debugged latency issues optimized inference, a/b testing, Classification models, Auc, Deployed real-time ML models behind an API, recall, Production ML, Monitoring observability for ML systems, CTEs

causal inference , Sql, Python, Model development and deployment, Bayesian modeling, AI coding and analysis tools, Cloud platforms for data access, Experimental Design, Quasi-experimental design, Probability calibration, Statistical model evaluation

statistical concepts , Machine Learning, Python, R, Data Science Tools and Technologies, statistical programming

Programming Languages: Python, SQL Machine Learning: Regression, Model Evaluation Metrics Machine Learning Libraries: pandas, Scikit-learn Deep Learning Frameworks: TensorFlow, PyTorch Generative AI / LLM: GenAI, Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), LLM Evaluation Statistics & Analytics: Statistical Analysis, Advanced Analytics Data Visualization & Reporting: Data Visualization, Business Intelligence (BI) Tools MLOps / LLMOps: Model Versioning, LLMOps DevOps & Deployment: CI/CD, Kubernetes API & Cloud Technologies: APIs, Cloud ML Services End-to-End Data Science: Problem Framing, Exploratory Data Analysis (EDA), model development , Recommendations Presentation Telecom / ISP Analytics: Churn Analysis, Average Revenue Per User (ARPU), Net Promoter Score (NPS), Clustering, Hypothesis Testing, Numpy, MLops, Docker, Classification, Time-Series Analysis, Prompt Engineering, Statistical Modeling, Data Exploration, Data Storytelling, Notebooks, Model Registry, Model Monitoring, Retraining Triggers, Cloud AI Services, Model Evaluation, Usage Analytics, Campaign Metrics, Subscription Business Metrics

Azure ML, SAS, Scala, Python, R, AWS Sagemaker, Google AI