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ThinkingAlgo

Where Machine Intelligence
Meets Human Thinking.

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What is ThinkingAlgo?

Making AI Understandable for Everyone.

ThinkingAlgo is a platform dedicated to breaking down the most complex topics in artificial intelligence and machine learning into clear, actionable knowledge. From the mathematics behind neural networks to hands-on tutorials for building production-ready models — this is where curiosity meets clarity, and algorithms are explained the way they deserve to be.

Rohan De Silva - AI Engineer at ThinkingAlgo
ML / AI Engineer
Creator

Rohan De Silva

Content Creator · Engineer · Researcher

I bridge the gap between complex artificial intelligence research and practical application.

Through my channels on Twitter, LinkedIn, and Substack, I deconstruct cutting-edge ML concepts into accessible insights for engineers and enthusiasts alike.

My mission is simple: to empower the next generation of builders by demystifying the algorithms that are shaping our future.

Areas of Focus

Decoding Artificial Intelligence

Exploring the complex landscape of artificial intelligence through in-depth analysis and practical guides.

01

Large Language Models

Training, fine-tuning, and optimizing state-of-the-art transformer architectures.

GPTBERTTransformers
02

Computer Vision

Developing systems that interpret and understand the visual world.

CNNObject DetectionSegmentation
03

Deep Learning

Building multi-layered neural networks for complex pattern recognition.

PyTorchTensorFlowKeras
04

Generative AI

Creating models that can generate novel content, from text to realistic images.

DiffusionGANsVAEs
05

MLOps & Engineering

Designing robust pipelines for model deployment and lifecycle management.

DockerCI/CDMonitoring
06

Reinforcement Learning

Teaching agents to make optimal decisions through trial and error.

Q-LearningPPORewards
07

Data Engineering

Architecting scalable data infrastructure to fuel machine learning workflows.

ETLSparkPipelines
08

Neural Networks

Researching novel architectures to push the boundaries of AI capabilities.

RNNAttentionArchitecture
The Lab

Built with Intelligence

A showcase of AI & ML projects — from concept to deployment. Each project is open-source and built to solve real problems.

Live

Neural Style Transfer Engine

A deep learning model that applies artistic styles to images using convolutional neural networks and optimization techniques.

PyTorchCNNComputer Vision
Live

LLM-Powered Code Assistant

An intelligent code assistant built with fine-tuned language models, capable of code generation, review, and explanation.

TransformersFine-tuningPython
Live

Sentiment Analysis Pipeline

End-to-end NLP pipeline for real-time sentiment analysis on social media data with dashboard visualization.

NLPBERTStreaming
Newsletter

I Write on
Substack

Join a growing community of engineers and researchers. I share deep dives into AI architectures, tutorials on building LLM applications, and my thoughts on the future of machine intelligence.

Subscribers
WeeklyPosts
Visit My Substack
Writing workspace
New post every week
thinking_algo.py
1class ThinkingAlgo:
2def __init__(self):
3self.passion = "AI/ML"
4self.open_source = True
6def build(self):
7model = train(data)
8return model.deploy()
latest commit: feat: add neural network optimizer
Open Source

Explore My Code
on GitHub

Dive into the repositories behind my research. From implementations of classic algorithms to experimental AI models, everything is open-source and ready for collaboration.

Visit GitHub Profile
Contact

Let's Start a
Conversation

Have a question, idea, or want to collaborate? Send me a message and I'll get back to you.

Email

hello@thinkingalgo.com

Based In

Sri Lanka

Send a Message