Lead developer of Talk2Data, the data assistant within BASF's FOX platform. Winner of BASF's 2025 Digital Award and ICV Albrecht Deyhle Award for Controlling Excellence 2026.
- Natural Language to SQL: Built a LangGraph agent with MLflow tracing that answers questions using Databricks SQL and RAG, returning tables, charts, and analysis. Supports new data sources through configuration.
- Executive Briefing: Built a monthly briefing for finance leadership that used deterministic analysis to find KPI changes and drivers, an LLM to explain results in natural language, with grounding to ensure all findings are backed by evidence.
- Website Assistant: Implemented an agent to work within a website with Power BI reports and answer based on what the user sees on their screen.
- Evaluation: Built a framework to evaluate SQL accuracy, latency, and tool calls to catch regressions before release.
- Dashboard Automation: Built a GitHub Copilot multi-agent system to automate the process of Power BI report creation from intake files, with validation to ensure data and layout reliability. Onboarded BI developers new to coding agents.
- Agentic Coding: Built workflows in GitHub Copilot and Cursor to implement features, run tests and evaluations, review changes, and open pull requests across multiple repositories, with access to Microsoft Teams messages and meetings, Outlook emails, and Azure DevOps to gather necessary context, and a self-enhancing loop to improve itself over time.
- Developer Acceleration: Defined how to improve developer productivity and enable coding agents within BASF's company-wide AI program to help development teams turn ideas into working prototypes faster.