const ai = new Model();
await model.train(data);
import torch
def forward(self, x):
npm run deploy
git push origin main
loss.backward()
SELECT * FROM neurons
docker build -t ai .
export default App;
fn main() -> Result<>
pipe = pipeline('text')
kubectl apply -f pod.yml
console.log('hello AI')
{ }
</>
Py
TS
JS
=>
AI
Go
Rs
C#
++
λ
∑
#!
>>
SQL
function predict(input) {
return model.run(input);
}
class NeuralNet:
def __init__(self):
self.layers = []
const config = {
epochs: 100,
lr: 0.001,
};
impl Transformer {
fn attention(&self)
-> Tensor { }
}
{ }
</>
( )=>
Levi Doron
About Me

Levi Doron

Chief Technology Officer · AI Architect · Software Strategy & Innovation

CTO and Software Architect with over 15 years of leadership experience, thriving at the intersection of robust engineering and cutting-edge innovation. Transforming complex technological challenges into scalable, high-performance software solutions that drive business growth.

Current Focus

As the CTO at Pointer Software Systems, I lead the technological roadmap and architectural vision for enterprise-grade platforms. My expertise has expanded into AI Architecture — integrating Autonomous Agents, LLMs, and Agentic Workflows into production-ready environments. I see AI not as a buzzword, but as a fundamental architectural shift that requires bridging traditional distributed systems with the new era of generative intelligence.

Core Expertise

AI Architecture

Designing Agentic Frameworks, RAG systems, and LLM-based automation for production environments.

Strategic Leadership

Leading multi-disciplinary engineering teams and defining long-term technology roadmaps.

Software Architecture

Expert-level knowledge in Distributed Systems, Microservices (Java/Vert.x), and Cloud Infrastructure.

Mission-Critical Systems

Proven track record delivering mission-critical defense and enterprise platforms, including autonomous vehicle systems and advanced GIS solutions.

Technical Toolkit

LangChainCrewAIAgnoPythonJava.NETMicroservicesDockerCI/CDDevOpsVert.xScalable System DesignRAGLLMs

About This Blog

A technology addict by nature and a mentor by choice — this blog is where I share deep dives into AI, machine learning, and modern software engineering. No hype, no fluff — just rigorous technical writing from the trenches of building intelligent systems. Whether it's reviewing a complex design or architecting a new AI-driven product from idea to launch, I'm committed to executing creative ideas at scale.

What I Write About

AI & LLMs

Large language models, transformer architectures, and the science behind modern AI.

ML Engineering

Training pipelines, inference optimization — the craft behind production ML.

System Design

Scalable AI-powered systems that handle real-world complexity and traffic.

Applied Intelligence

Practical AI in software — RAG, agents, embeddings, and beyond.

Let's Connect

Follow my work, explore my projects, or reach out — I'm always open to conversations about AI, engineering, and building things that matter.

LinkedIn

Connect professionally & see my experience

GitHub

Explore my open-source projects & code