Real-Time Predictive Pricing & Bidding Engine

Here’s what I need built: • A predictive-pricing engine that ingests lot attributes (grade, shelf-life, volume, historical demand) and recommends starting prices in real time. • An automated-bidding module so buyers can set ceilings and let the system compete for them. • A fraud-detection layer that flags suspicious listings or bidding patterns before a transaction closes. Everything must sit behind a clean, minimal interface—no clutter—because both food and pharmaceutical professionals will be using it every day under time pressure. I’m open on stack, but Python with TensorFlow/PyTorch for the models and a lightweight React or Vue front end makes sense; CUDA optimisation is a plus for the Inception pitch. Acceptance criteria for the MVP: 1. End-to-end workflow: seller upload → AI price suggestion → live auction → automated & manual bids → secure checkout. 2. Latency for price predictions under two seconds on a single Nvidia GPU. 3. Admin dashboard that surfaces fraud alerts and key marketplace metrics in real time. 4. Codebase documented well enough for me to demo to Nvidia reviewers within eight weeks. If you’ve built trading, marketplace, or pricing platforms—and can move fast—let’s talk.