{"type":"video","version":"1.0","html":"<iframe src=\"https://www.loom.com/embed/71a4a1c7f0f347f796a7b89f716208a2\" frameborder=\"0\" width=\"1920\" height=\"1440\" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>","height":1440,"width":1920,"provider_name":"Loom","provider_url":"https://www.loom.com","thumbnail_height":1440,"thumbnail_width":1920,"thumbnail_url":"https://cdn.loom.com/sessions/thumbnails/71a4a1c7f0f347f796a7b89f716208a2-cd245883bacc5070.gif","duration":340.975,"title":"Bitcoin Prediction Engine Demo Updates and Issues 🔧","description":"Hi, I am Aditya Koul, and this Loom is my update on the Bitcoin price prediction engine assessment. I followed the given requirements and set up the Docker Compose, then used XGBoost and a regularization focused XGBoost variant, Ray XGBoost, to reduce overfitting. The UI now shows live market status every 10 seconds with predictions, charts, export to Excel, and history views for 1 day to 1 year. I ran into issues with model updating and retraining, so values are not refreshing consistently yet. No action was specifically requested from you."}