I started this project in January 2026 with a simple question: can a Transformer trained on technical...
I started this project in January 2026 with a simple question: can a Transformer trained on technical indicators predict Bitcoin's direction better than a coin toss?
By June, the system had processed over 87,000 training generations, survived three major architectural bugs, and taught me more about machine learning than any course could.
This is not a "how to get rich with AI" post. This is the engineering story.
Architecture Overview
The system uses a hybrid Transformer + BiLSTM architecture:
Originally published on my blog. Cross-posted here with a canonical link. In June 2017, a...
And a new series about Distillation
Author(s): Kamrun Nahar Originally published on Towards AI. SARIMAX, Prophet, XGBoost, LSTM, and N-BEATS broken down without any…
One of the biggest debates in modern AI.
From 9 to 12 strategies. ML scoring, backtesting, and a Telegram bot that survived a 3-echelon AI audit.
The Quest Begins (The "Why") Ever felt like you’re stuck in a loop watching those “AI will...
