About Altre DigitalAltre is a tech‑enabled real‑estate platform focused on commercial spaces. We’re building AItools that cut site visits, speed up decision‑making, and generate data‑driven office layouts. Role SummaryDrive innovation in PropTech by applying AI/ML, computer vision, computational geometry,optimization, and generative models to design and ship intelligent spatial and workflowautomation. You’ll prototype end‑to‑end solutions, turn research into production services (APIsand lightweight UIs), and collaborate with product/design to deliver measurable businessimpact. Must‑Have SkillsPython (3+ years) building and deploying enterprise‑grade products; strong productionpractices (typing, packaging, testing, CI/CD).Computational Geometry: Shapely/GeoPandas, polygon ops (buffer, union, difference),point‑in‑polygon, path planning.Computer Vision : OpenCV, image → vector pipelines, contour/edge detection, line/arcfitting.CAD/Spatial Formats: DXF/DWG, SVG, GeoJSON; coordinate systems and unitconversions.Machine Learning: strong fundamentals (supervised/unsupervised), model training &evaluation Nice‑to‑Have Generative Models: PyTorch, latent diffusion (SD/SDXL), ControlNet; inpainting withmasks; prompt‑conditioning. Frontend: React/Next.js, Canvas/SVG (D3.js), simple design sense for internal tools.
