essmor
ES

Business Intelligence · Operational analytics · GenAI

Data you can read like wood grain.

Every ring tells a year; every data point, a decision. I build end-to-end BI platforms for industrial plants, from ERP to the management board, and explain them in 3D.

93%fewer reporting man-hours
+2.1ppOEE in H1 2026
7yrsfrom industrial projects to data
17industrial projects supervised

Results from professional experience. Demos use a fictional plant.

The platform

One fictional plant. One data model.

All three demos share the same lumber plant: the SKU you see in the warehouse is the one with scrap in the production analysis, and the machine losing OEE is the one you walk through in 3D.

Integrated platform

Plant operations

Management board, production schedule, OEE, scrap, downtime and Kanban in a single HTML file that processes the plant’s spreadsheets in the browser.

  • Python · pandas
  • Pyodide
  • OEE
  • Statistics
  • Dynamic HTML
+2.1 pp OEE H1 2026 in the real case Read caseOpen demo ↗

Logistics & dispatch

Visual 3D warehouse

A 3D map of sheds and yards, stock allocation by location, Kanban / Never Out coverage and a tablet mode for the floor.

  • Custom canvas 3D
  • Kanban
  • Inventory
  • Traceability
  • Offline
0 dependencies in the 3D engine Read caseOpen demo ↗

Industrial modelling

Interactive 3D plant

A complete sawmill and remanufacturing plant, to scale, explorable in the browser: log yard, sawing, drying, planing, moulding and dispatch.

  • Three.js
  • Plant layout
  • Material flow
  • WebGL
20 machines with live KPI cards Read caseOpen demo ↗

Architecture

From ERP to decision, with no manual steps.

  1. 01ERP / ExcelProduction, scrap, downtime log, stock, schedule
  2. 02Python · SQLCleaning, consolidation and statistical tests
  3. 03ModelFacts and dimensions by machine, SKU and shift
  4. 04DeliveryDynamic HTML · Power BI · 3D
  5. 05AIFindings and forecasts written from the data

Career

From the job site to the data.

  1. Process Engineer · BI & Management Control Lead

    Manufacturing

    Built the BI function from scratch: Power BI + ERP, the official KPI and OEE framework, AI-generated reporting (Claude API) and SARIMA forecasts.

  2. External consultant in Data, AI and 3D Modelling

    Acoustic engineering

    Power BI dashboards, Python/SQL integration, 3D engineering models and economic evaluation of proposals.

  3. Financial Controller & Project Engineer

    EPC projects

    Financial control of a portfolio above 25,000 UF per year; cash-flow and variance models; 3D models for proposals.

  4. Industrial Projects Supervisor

    Industrial installation

    17 projects from 500 to 10,000 UF at forestry, energy, food and port sites.

  5. MSc in Data Science

    Universidad San Sebastián

    In progress.

  6. Industrial Engineer (6-year degree)

    Universidad Nacional Andrés Bello

    Magna Cum Laude · ranked 1st in class.

Contact

Shall we talk about your plant?

Available for BI, operational analytics, OEE and industrial 3D modelling projects.