Senior Data Scientist (Project Lead)
Kandy
3-year apprenticeship as project lead of a team of 4-5 people using Agile/Scrum methodology.
Kandy is an innovative small company, initially a digital services provider for direct sales companies (BodyNature) and the real estate sector (LF Immo network). After ~1 year, merged with LF Immo: Kandy became their near-exclusive R&D laboratory.
Small team = enormous responsibilities and freedom, touching all technologies and all facets of projects (not just development: architecture, DevOps, data, R&D, production deployment).
Major projects delivered:
Projects
AI-Powered RFM Categorization
AI analysis, prediction and data analytics for direct sales. Helping salespeople identify the most relevant clients to train using RFM segmentation.
Real Estate Lead Prediction
ML algorithm predicting real estate listings based on massive data sources (DVF, DPE). Mobile map display for agents to reach properties before competitors.
AutoHouseVid — Real Estate Video Generator
REST API auto-generating HD promotional videos for real estate from photos and descriptions. Cinematic zoom & pan effects, dynamic overlays, and animated agent cards.
360° Panorama & Virtual Tours
Photo stitching algorithm for 360° panoramas, working 100% offline. Web platform for virtual tours with room-to-room navigation and equirectangular blur algorithm.
HomeStaging AI - Image Generation/Inpaint/Upscale by AI
Distributed GPU worker for AI-powered interior design. Multi-model pipeline: generation, inpainting, and upscaling of real estate images with 250+ design prompts.