Automotive AI Platform

An AI platform for vehicle market valuation and price prediction.

Problem and purpose

Users need to know what a vehicle is worth on the market and how its price may develop.

My role and responsibility

I worked on the AI engineering side: the prediction models and the Flask APIs that serve them to the web interface.

Architecture and key decisions

• Machine learning models for valuation and price prediction
• Models served as APIs behind the web interface, so the product consumes predictions like any other service
• Model work stays separate from the application

Technologies

Flask, TensorFlow, PyTorch.