Skills & Expertise
Practical capabilities across analytics, machine learning, AI engineering, application development, and Amazon e-commerce
Preparing, exploring, and translating data into usable business reporting.
PythonSQLPandasNumPyExcelExploratory Data AnalysisData CleaningData TransformationJoinsFilteringAggregationsKPI ReportingBusiness ReportingABC AnalysisPareto AnalysisInventory AnalyticsPricing Analysis
Building and evaluating models for predictive and analytical use cases.
scikit-learnTensorFlowKerasRegressionClassificationClusteringForecastingFeature EngineeringModel EvaluationCross-ValidationGridSearchCVMAERMSEPrecisionRecallF1-score
Visualization & Applications
Presenting analysis clearly and turning models into accessible applications.
Power BIStreamlitPlotlyMatplotlibSeabornFastAPIREST APIsJupyter Notebook
Generative AI & Retrieval
Creating source-grounded assistants and retrieval workflows over business and document data.
LangChainLangGraphRetrieval-Augmented GenerationPrompt EngineeringAI AgentsOpenAIGoogle GeminiFAISSPineconeEmbeddingsSemantic SearchDocument Q&ARetrieval Grounding
Connecting models, retrieval, tools, APIs, and application interfaces into maintainable AI systems.
OpenAI SDKModel Context Protocol (MCP)Tool CallingAgent WorkflowsStateful LangGraph FlowsVector RetrievalKnowledge-Base IntegrationStructured OutputsAPI IntegrationFastAPI BackendsStreamlit InterfacesRAG EvaluationContext Management
E-Commerce & Amazon Analytics
Applying marketplace context to product, pricing, inventory, and profitability decisions.
Amazon Seller CentralProduct ResearchNiche AnalysisHelium 10Jungle ScoutKeepaKeyword ResearchListing OptimizationCompetitor BenchmarkingMargin EstimationSupplier AssessmentInventory PlanningRestock PlanningProduct ProfitabilityAmazon FBA OperationsPPC Fundamentals
Development & Collaboration Tools
Tools used to organize code, collaborate, and deliver project work.
GitGitHubSlackZoom