Siddhartha Reddy

Machine Learning Engineer with strong grounding in statistical learning, signal processing, and deep learning. Experience building end-to-end ML pipelines and high-accuracy models at ThermoFisher

India Joined on Feb 2, 2026 padurisidhu@gmail.com

Cover image for Your Training Data Is Teaching Your Model the Wrong Things

Siddhartha Reddy

Mar 11

Your Training Data Is Teaching Your Model the Wrong Things

#machinelearning #ai #python #deeplearning

3 min read

Cover image for The Most Dangerous Number in Machine Learning: Accuracy

Siddhartha Reddy

Mar 10

The Most Dangerous Number in Machine Learning: Accuracy

#machinelearning #python #deeplearning #ai

3 min read

Cover image for Your Machine Learning Model Doesn’t Understand Anything

Siddhartha Reddy

Mar 3

Your Machine Learning Model Doesn’t Understand Anything

#machinelearning #ai #datascience #programming

3 min read

Cover image for Why Benchmarks Lie in Machine Learning

Siddhartha Reddy

Feb 27

Why Benchmarks Lie in Machine Learning

#machinelearning #python #softwareengineering #deeplearning

2 min read

Cover image for The Notebook Illusion: Why ML Feels Simple Until It Isn’t

Siddhartha Reddy

Feb 23

The Notebook Illusion: Why ML Feels Simple Until It Isn’t

#machinelearning #jupyter #gpu #deeplearning

3 min read

Cover image for When GPUs Actually Hurt Performance

Siddhartha Reddy

Feb 13

When GPUs Actually Hurt Performance

#ai #machinelearning #gpu #deeplearning

3 min read

Cover image for The Myth of “Just Add a GPU” in Machine Learning

Siddhartha Reddy

Feb 4

The Myth of “Just Add a GPU” in Machine Learning

#machinelearning #python #deeplearning #gpu

3 min read

Siddhartha Reddy

Feb 2

Training classic ML Models using GPU on windows

#machinelearning #python #ai #deeplearning

4 min read

Forem

Siddhartha Reddy

Badges

Writing Debut

Your Training Data Is Teaching Your Model the Wrong Things

The Most Dangerous Number in Machine Learning: Accuracy

Your Machine Learning Model Doesn’t Understand Anything

Why Benchmarks Lie in Machine Learning

The Notebook Illusion: Why ML Feels Simple Until It Isn’t

When GPUs Actually Hurt Performance

The Myth of “Just Add a GPU” in Machine Learning

Training classic ML Models using GPU on windows