Bharath Shanmuga

sundaram

A Machine Learning Engineer,

I turn ideas into intelligent machine learning systems

Bharath Shanmuga

sundaram

A Machine Learning Engineer,

I turn ideas into intelligent machine learning systems

Bharath Shanmuga sundaram

A Machine Learning Engineer,

I turn ideas into intelligent machine learning systems

Blog Image
Blog Image
Blog Image

Oct 30, 2025

6min read

Viyugam-64.RO1

I recently built a simple yet exciting RNN-based chess move predictor that learns patterns from thousands of recorded chess games. The idea was to use a Recurrent Neural Network to understand sequential move patterns and predict the next best move based on previous positions and actions. By converting chess games into a sequence-friendly numeric format and training an RNN model on them, the network gradually learned common strategies, opening lines, and mid-game tactics. While it’s not a full chess engine, the project was a great hands-on introduction to using RNNs for sequence modeling, and it showed how deep learning can capture complex decision-making patterns even in a game as rich as chess.

LET'S WORK
TOGETHER

LET'S WORK
TOGETHER

LET'S WORK
TOGETHER

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