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Nilavukkarasan R

Architect focused on building simple, sustainable systems that scale. I work primarily with insurance and financial services organisations, translating ambitious goals into pragmatic architectures

Joined on Feb 14, 2026

Nilavukkarasan R

Apr 11

Understanding Internal Covariate Shift and Residual Connections: Beyond Activation Functions and Optimizers

#ai #deeplearning #residualconnections #machinelearning

5 min read

Nilavukkarasan R

Mar 31

From Generalists to Specialists: The CNN Shift

#ai #convolutionalnetworks #computervision #machinelearning

9 min read

Nilavukkarasan R

Mar 13

Regularization: Fighting Overfitting

#ai #machinelearning #regularization #weightdecay

8 min read

Nilavukkarasan R

Mar 4

Neural Network Optimizers: From Baby Steps to Intelligent Learning

#ai #neuralnetworks #deeplearning

5 min read

Nilavukkarasan R

Feb 19

Backpropagation: Errors Flow Backward, Knowledge Flows Forward

#ai #backpropagation #machinelearning #neuralnetworks

6 min read

Nilavukkarasan R

Feb 17

Multi Layer Perceptron: From Lines to Curves - The Hidden Layer

#ai #deeplearning #mlp

5 min read

Nilavukkarasan R

Feb 15

Perceptron: The Foundation of Modern AI

#perceptron #neuralnetworks #ai

4 min read

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