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

attribution modeling , Marketing Mix Modeling (MMM), Python, Sql, Data Science, experimentation, Statistics, Econometrics, a/b testing

model design , Machine Learning, Pyspark, Deep Learning, Tensorflow, Nlp, Pandas, Pytorch, Spark, Azure Data Lake, Databricks, Azure, Python, GenAI, scikit-learn, Hugging Face Transformers, Azure OpenAI Service, MLflow, Azure AI Foundry, prompt engineering, Llm, RAG, feature engineering

Tensorflow, Machine Learning, Pytorch, Natural Language Processing, Apache Spark, Keras, Python, Sql, Hugging Face

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