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Yanis1650/README.md

Yanis Lepesant

Data & Backend Engineer · Geospatial

I build reliable data pipelines, backend services and WebGIS applications —
from raw territorial data to production-ready tools used every day.

📍 Rennes, France
🗣️ French (native) · English (working proficiency)


Portfolio LinkedIn


Selected work

Territorial data pipeline platform — AUDIAR

Rennes urban planning agency · 2024 – present

Migration of a legacy ETL estate to Python, with a web application to run and monitor every data flow.

  • 180 Pentaho jobs → 40 Python pipelines, orchestrated from a FastAPI + HTMX control app
  • Sources: PostgreSQL/PostGIS, public APIs, national statistics files (INSEE)
  • 3 environments with anomaly detection and a controlled DEV → PROD deployment path
  • Updating a full territorial observatory now takes one day, fully automated
flowchart LR
    A[Public APIs · INSEE · files] --> B[Python pipelines]
    B --> C[(PostgreSQL / PostGIS)]
    B -.-> M[Monitoring & anomaly detection]
    C --> D[FastAPI]
    D --> E[Observatories & WebGIS]
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AudioFlow — internal transcription tool — AUDIAR

Speech-to-text and meeting summaries for the agency's teams, built with Vue 3 + FastAPI on European models (Mistral Voxtral, Mistral Large). Presented internally to staff.

Interactive subdivision plan — Drekky Studio (in progress)

WebGIS demo of an interactive housing-plot layout for a private developer: MapLibre, PostGIS, vector tiles.


Background

  • Applications Lead, AUDIAR (Rennes) — since Dec. 2024, previously GIS / WebGIS engineer
  • WebGIS developer, Modaal (Lyon) — real-estate data visualization
  • Founder, Drekky Studio — websites for craftsmen & freelance geospatial engineering
  • MSc Geomatics, Université Rennes 2

Stack

Area Tools
Data & Backend Python · FastAPI · PostgreSQL / PostGIS · DuckDB · Polars · SQL
Geospatial PostGIS · QGIS · MapLibre GL · vector tiles · GeoJSON
Frontend Vue 3 · Nuxt · TypeScript · Vite
Infrastructure Docker · Traefik · Linux (self-hosted VPS) · Git · CI/CD

How I work

  • Reliability first — reproducible pipelines, separate environments, controlled releases
  • Data quality is a feature — freshness checks, anomaly detection, metadata
  • Maintainable over clever — code the next person can read, run and extend
  • Data sovereignty — self-hosting and European providers when it makes sense

Python · PostgreSQL · PostGIS · FastAPI · Data Engineering · WebGIS · Geospatial

Pinned Loading

  1. drekki-dvf drekki-dvf Public

    Python

  2. Hackaviz-2026 Hackaviz-2026 Public

    Svelte