Smart Product Pricing Ensemble Model

Multimodal ensemble for product pricing prediction at scale.

Built a high-performance multimodal model for the Amazon ML Challenge 2025.

  • Ranked 52 out of 9000+ teams (Top 0.6%).
  • Designed a dual-stream architecture using DeBERTa, ELECTRA, and CLIP-ViT with attention-based fusion.
  • Improved stability and predictive performance with residual modeling blocks.