03 // DATA & AI CORE (US)
HUMAN-IN-THE-LOOP ANNOTATION, RLHF & ENTERPRISE DATA PIPELINES
Precision multimodal data annotation, LiDAR/computer vision labeling, and LLM evaluation workflows engineered for US AI labs and PropTech teams.
AI Data Operations & Engineering
- 2D/3D bounding box, polygon & semantic segmentation
- RLHF preference ranking & LLM safety evaluation
- Multi-tier QA consensus & audit trails
- Custom JSON/COCO/Parquet schema delivery
NDA-backed India delivery pods with strict PII sanitization protocols.
All production is executed by VAIKA GROUP teams in India under NDA, RESO/MLS-ready media formatting, and USD invoicing with direct leadership communication.
DELIVERY CADENCE
OVERNIGHT INDIA-TO-US PRODUCTION CADENCE
All production is executed by VAIKA GROUP teams in India under NDA, RESO/MLS-ready media formatting, and USD invoicing with direct leadership communication.
US Close-of-Day Handoff
Upload RAW brackets, floor plans, or datasets at 5 PM EST/PST into encrypted pipelines.
India HQ Senior Execution
Dedicated specialists in our India studio execute editing, 3D CGI, or QA overnight.
Morning US Delivery
MLS-compliant assets and campaign deliverables land before 8 AM local US business hours.
LET'S BUILD SOMETHING WORTH REMEMBERING.
Select your protocol to calibrate direct access with Muramalla Vijay Kumar and the senior engineering syndicate.