Work Experience

Professional work across agentic AI, data science, Amazon operations, and analytics.

Agentic AI & Data Science Consultant

Danish Agentic SolutionsDec 2018 – Sep 2024Remote
  • Developed AI, machine-learning, data-analysis, and application projects across practical use cases.
  • Prepared, cleaned, and analyzed structured datasets for exploratory analysis, predictive modelling, regression, and classification use cases.
  • Built document Q&A and Retrieval-Augmented Generation (RAG) systems that ground responses in retrieved source material.
  • Developed AI-engineering workflows with the OpenAI SDK, LangChain, and LangGraph, including tool-using agents and stateful application flows.
  • Created FastAPI and Streamlit applications that turn analytical models and AI workflows into accessible user-facing tools.
  • Worked with vector retrieval, FAISS, and Model Context Protocol (MCP) concepts for connected, context-aware AI applications.

Technologies

PythonOpenAI SDKLangChainLangGraphFastAPIStreamlitFAISSTensorFlow

Focus Areas

Data cleaning and exploratory analysisRegression and classificationAI engineeringRetrieval-Augmented Generation (RAG)Document Q&A systemsRetrieval-grounded assistantsOpenAI SDK integrationsLangChain workflowsLangGraph agent workflowsModel Context Protocol (MCP)

E-Commerce Data Analyst (UK Market)

Amazon Marketplace Operations · ContractMay 2021 – Dec 2023 · 2 yrs 8 mosRemote
  • Analysed sales, pricing, inventory, keyword, and competitor information across more than 200 SKUs in a UK Amazon marketplace operation.
  • Tracked inventory movement, stock levels, and restock priorities using structured spreadsheets and dashboard-ready datasets.
  • Prepared recurring KPI reports covering product performance, pricing gaps, slow-moving stock, and listing observations.
  • Reviewed competitor prices and marketplace trends to support product, pricing, and inventory decisions.
  • Cleaned and organised operational data for consistent reporting and further analysis.

Technologies

PythonData AnalyticsAmazon Seller CentralMarket Research

Focus Areas

Sales performance analysisKPI reportingCompetitor pricingProduct profitabilityInventory planningRestock analysis