Expertise

Analytics surfaces built for real decisions

The last mile matters. I build interfaces and product surfaces that turn reliable infrastructure, data, and AI capability into reporting, exploration, charting, and decision support for real users.

About EmmanuelView related projects

What the work covers

Applied analytics sits where product delivery meets operational data. It covers dashboards, APIs, AI-assisted analytical interfaces, and domain-specific products that make complex systems usable.

  • Dashboard and reporting systems for operational use
  • Text-to-SQL and chart-generation assistants
  • Biodiversity and research-oriented data products
  • APIs and product surfaces that expose analytical capability safely

Where I’ve built this

TierraViva AI and AMBAND work includes analytics dashboards, biodiversity interfaces, reporting surfaces, and assistant-driven exploratory workflows tied to actual research and decision-support needs.

Tools I use here

Each tool below has a specific role inside applied analytics. Fullstack delivery tools (marked) are how this domain’s own UIs, dashboards, and APIs get built.

Tools

React — dashboard and reporting UIsFastAPI — analytical APIs and serving surfacesWebSocket — live data streaming surfacesPower BI — executive BI reportingGrafana — operational dashboardsdbt — modeled analytics layersDremio — query layer for analytical surfacesTypeScript · Python — fullstack delivery (analytical product surfaces)

Related projects

applied analyticsanalytics dashboardtext to sqldata productsbiodiversity analyticsreporting systems

Data

TierraViva AI

Biodiversity intelligence platform that ingests and mines policy, biodiversity, patent, and research data, processes it through GitOps-managed cloud data infrastructure, serves it through APIs and web interfaces, and makes it available to agents for analysis, navigation, reporting, and decision support. Its implementation spans document and research corpora, ETL and orchestration systems, Spark and analytics infrastructure, serving layers, and agent-consumable knowledge workflows. Serves the Data Platform Engineering and Applied Analytics domains.