03 // DATA & AI CORE (DE · EN)
MULTIMODAL ANNOTATION & EVALUATION FOR BERLIN & MUNICH AI TEAMS
Precision computer vision labeling, multimodal annotation, and LLM evaluation delivered in English for international AI startups and research labs in Germany.
AI Data Operations & Engineering
- 2D/3D computer vision & autonomous mobility labeling
- Multilingual & English LLM evaluation pipelines
- Multi-tier QA consensus & reproducible schemas
- NDA-backed, data-minimized delivery workflows
Structured for English-speaking engineering teams in German tech hubs.
Operated from VAIKA GROUP India HQ with English-first project management, NDA confidentiality, data minimization, and EUR invoicing for German entities.
DELIVERY CADENCE
INDIA-TO-GERMANY CET/CEST PRODUCTION WORKFLOW
Operated from VAIKA GROUP India HQ with English-first project management, NDA confidentiality, data minimization, and EUR invoicing for German entities.
Afternoon Brief in CET/CEST
Share RAW property photography, 3D specs, or AI labeling guidelines in English.
Overnight India HQ Execution
Dedicated India specialists complete production with multi-stage quality verification.
08:30 CET Morning Delivery
Production-ready imagery, datasets, and technical deliverables arrive before stand-up.
LET'S BUILD SOMETHING WORTH REMEMBERING.
Select your protocol to calibrate direct access with Muramalla Vijay Kumar and the senior engineering syndicate.