Vector databases (e.g., Pinecone), containerization , Tensorflow, Azure ML, Pytorch, MLops, Python, Azure DevOps, Prompt engineering, GenAI Agentic frameworks, GCP Vertex AI, Autonomous agents orchestration, AWS SageMaker, FAISS, RAG pipelines, Multi-agent systems

Elk, Cloudformation, Prometheus, Bash, Grafana, Datadog, Jenkins, Terraform, Cloud Infrastructure, Kubernetes, Python, AWS, Go, OpenSearch, scripting automation, GitLab CI, observability stacks, CI/CD pipelines, infrastructure-as-code, ArgoCD, container orchestration

randomization , Python, Sql, Web Analytics, BI visualization tools, modeled conversions, MMM concepts, statistical significance, server API event feeds, paid-media measurement architecture, Experimental Design, treatment control design, attribution windows, lift incrementality, tag-management, holdouts, de-duplication, conversion tracking, power and sample-size considerations, Diagnostics, confidence intervals, cross-platform troubleshooting, first-party integrations, causal measurement

Machine Learning, Sql, Deep Learning, Tensorflow, Git, Pytorch, Gcp, Opencv, Keras, Azure, Python, AWS, spaCy, Explainable AI

Tableau, Tensorflow, Deep Learning, Nlp, Pytorch, Docker, XGBoost, Python, AWS, Hadoop, Power Bi, Scala, Sql, Computer Vision, Gcp, Spark, Azure, Kubernetes, Airflow, MLflow, R, Kubeflow, generative AI, Scikit-learn

snowflake , Data Modelling, Sql, ELT, Data Quality, Data Governance, Python, data pipeline design, cloud platforms, Warehousing, ETL frameworks, Optimisation, lineage frameworks

Power Bi, advanced Excel, Sql, Python

causal inference , Sql, Python, experimentation design, Ai, generative AI tooling, event instrumentation

simulation modeling , Recommender Systems, Unsupervised Learning, Python, R, Numerical Optimization Techniques, Convex Optimization, reinforcement learning, ML Data Engineering Tools and Platforms, Linear Programming, Data Science Concepts

snowflake , Machine Learning, Sql, Tensorflow, MLops, Pytorch, Netsuite, Spark, Databricks, Python, Salesforce, AI tools, scikit-learn, dbt, Fivetran