BigQuery, Google Cloud Platform, Python, Sql, ML Ops, Vector Databases, ML modeling, Information Retrieval Systems, Learning-to-Rank Techniques, ML Pipelines, Transformers

containerization , Git, Pytorch, Numpy, Docker, Python, AWS, Scipy, Machine Learning, Version Control, Testing, Pandas, Predictive Modeling, uncertainty quantification, representation learning, multimodal learning, data versioning, Active Learning, high-performance computing, model interpretation, experiment tracking, sequence-to-property modeling, Bayesian optimization, workflow orchestration, large-scale datasets, foundation models

Sql, Git, Docker, Azure, Kubernetes, Python, AWS, CrewAI, GenAI, PEFT, DeepEval, LLMs, RAGAS, AutoGen, LangGraph, LoRA, RAG, QLoRA, TruLens

Tensorflow, Azure ML, Pytorch, Docker, Python, Kubernetes, LangChain, Airflow, Hugging Face Transformers, MLflow, Pinecone, GCP Vertex AI, FAISS, AWS SageMaker, Kubeflow, MLOps tools, Milvus, Weaviate, LlamaIndex, Haystack

causal inference , Sql, Git, Python, Geo Lift Experiments, pyro, Bayesian Statistics, PyMC, Stan, monte carlo simulation, MLflow, Synthetic Control, SciPy Optimize, Regression Discontinuity, Multi-objective Optimization, CVXPY, Hill Functions, Hierarchical Bayesian Modeling, NumPyro, ArviZ

Deep Learning, Programming, Data Handling, Generative AI, Machine Learning Frameworks

BigQuery, Power Bi, Sql, Tensorflow, Cloud Storage, Git, Pytorch, Gcp, XGBoost, Python, Looker, Vertex AI

Tensorflow, Numpy, Machine Learning, Pandas, Pytorch, Sql, Python, Statistics