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

Siddhartha Reddy

Apr 18

Why 90% of ML Engineers Struggle in Real-World Systems

#ai #machinelearning #mlops #softwareengineering

2 min read

Siddhartha Reddy

Apr 17

The Hidden Cost of AI Systems Nobody Talks About.

#ai #machinelearning #mlops #systemdesign

2 min read

Siddhartha Reddy

Apr 16

Inside an AI Pipeline: What Actually Happens After You Train a Model

#ai #machinelearning #mlops #systemdesign

2 min read

Siddhartha Reddy

Apr 16

"Why Most AI Systems Fail in Production (And No One Talks About It)"

#ai #machinelearning #mlops #softwareengineering

2 min read

Siddhartha Reddy

Apr 14

AI Doesn’t Write Code — Systems Do (And Most People Are Missing This)

#ai #machinelearning #systemdesign #softwareengineering

3 min read

Siddhartha Reddy

Apr 1

When Can You Actually Trust a Machine Learning Model?

#machinelearning #deeplearning #ai #python

2 min read

Siddhartha Reddy

Mar 31

Why Your Machine Learning Model Breaks When Nothing Seems Wrong?

#discuss #machinelearning #deeplearning #ai

3 min read

Siddhartha Reddy

Mar 11

Your Training Data Is Teaching Your Model the Wrong Things

#machinelearning #ai #python #deeplearning

3 min read

Siddhartha Reddy

Mar 10

The Most Dangerous Number in Machine Learning: Accuracy

#machinelearning #python #deeplearning #ai

3 min read

Siddhartha Reddy

Mar 3

Your Machine Learning Model Doesn’t Understand Anything

#machinelearning #ai #datascience #programming

3 min read

Siddhartha Reddy

Feb 27

Why Benchmarks Lie in Machine Learning

#machinelearning #python #softwareengineering #deeplearning

2 min read

Siddhartha Reddy

Feb 23

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

#machinelearning #jupyter #gpu #deeplearning

3 min read

Siddhartha Reddy

Feb 13

When GPUs Actually Hurt Performance

#ai #machinelearning #gpu #deeplearning

3 min read

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

DEV Community

Siddhartha Reddy

Badges

Writing Debut

Why 90% of ML Engineers Struggle in Real-World Systems

The Hidden Cost of AI Systems Nobody Talks About.

Inside an AI Pipeline: What Actually Happens After You Train a Model

"Why Most AI Systems Fail in Production (And No One Talks About It)"

AI Doesn’t Write Code — Systems Do (And Most People Are Missing This)

When Can You Actually Trust a Machine Learning Model?

Why Your Machine Learning Model Breaks When Nothing Seems Wrong?

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