production deployment , Personalization, Nlp, Gcp, Azure, Python, AWS, feature stores, Generative AI, LLMs, model training, behavioural and event-streaming datasets, search systems, vector databases, a/b testing, embedding-based retrieval systems, video understanding models, MLOps tooling, feature engineering, ML experimentation frameworks

Machine Learning, Neural Networks, Dynamo Db, Apis, Python Programming, AWS Bedrock, Embedding generation, Similarity search, Llm, Agentic AI, Claude LLMs, Document ingestion, prompt tuning, multi-step reasoning, AgentCore, Human-in-the-loop mechanisms, Simple Autonomous agents, vector databases, Guardrails, logging and observability, prompt engineering, tool-calling agent orchestration, workflow automation, output evaluation

Machine Learning, Sql, Databricks, Python, Pyomo, Statistics, MLflow, OR-Tools, Prescriptive Analytics, Optimization, Digital Twins, Industrial Data, Knowledge Graphs, Gurobi

causal analysis , Machine Learning, Sql, Python, Clustering, Data Science, Market Basket Analysis, AWS, Forecasting, Optimization, Regression, Sequential Decision Problems, anomaly detection, Entity Resolution, Classification, Operations Research, Experiment Design

Machine Learning, Deep Learning, Nlp, MLops, Docker, Databricks, Kubernetes, Python, LangChain, Generative AI, LLMs, LLMOps, Azure OpenAI, Vector Databases, Agentic AI, Healthcare Analytics, RAG, Multimodal AI, Prompt Engineering, Knowledge Graphs

Data Science, Text Analytics, Nlp, Machine Learning, Pytorch, Python, Tensorflow

Scipy, Time Series Analysis, Api Integration, Predictive Analytics, Numpy, Git, Pandas, Machine Learning, Python, Data processing workflows, Statistical Modeling, ETL pipelines

SAS, Sql, Spark, Python, R

snowflake , Machine Learning, Sql, Tensorflow, Pytorch, XGBoost, Databricks, Predictive Analytics, Python, LightGBM, Applied AI, Scikit-Learn, Microsoft Fabric