Agentic AI & LLM Engineering
End-to-end agentic system design — multi-step reasoning pipelines, RAG over financial and operational data, vector stores, semantic search, structured outputs, and production LLM deployment in regulated environments.
LangGraphLangChainRAGChromaDBFAISSGPT-4Llama 3Prompt EngineeringPydanticFastAPI
ML & Forecasting
Classification, regression, anomaly detection, time-series forecasting, demand planning, and ensemble methods in high-volume production environments.
XGBoostARIMAPyTorchTensorFlowScikit-learnSHAP
MLOps & Engineering
End-to-end ML lifecycle: experiment tracking, model versioning, automated pipelines, and cloud-native deployment at scale.
MLflowAirflowDockerKubernetesAWSCI/CD
Data Engineering
Distributed ETL frameworks, real-time pipelines, SQL optimization, and data quality monitoring — 5TB+ daily at 99.9% uptime.
PythonSQLPySparkKafkaHadoopPandas
Analytics & BI
Statistical modeling, hypothesis testing, executive dashboards, and data-driven storytelling for cross-functional stakeholders.
TableauPower BIStreamlitA/B TestingEDA
Cloud & Infrastructure
Cloud-native ML deployment, serverless architectures, container orchestration, and CI/CD pipelines across AWS ecosystem.
AWS S3SageMakerLambdaKubernetesGit
