Stock & Vision AI Models

Overview

Developed under the HPE AIYA Scholar program with Nanyang Technological University, these Machine Learning and Deep Learning models achieved over 99% accuracy in Stock Price Prediction and Dog Breed Classification. Built on Microsoft Azure, the Computer Vision workflows represent highly scalable AI solutions.

Status: R&D

Technologies & Stack

• Python
• Microsoft Azure
• ML
• TensorFlow
• Data Science

Architecture & Pipeline

1. Data Ingestion
2. Feature Engineering
3. Azure AutoML
4. Model Eval
5. Deployment

Outcomes & Metrics

• Accuracy: >99%
• Platform: Azure ML
• Mentor: NTU + HPE