Ruslan Magana Vsevolodovna

Artificial Intelligence 🤖, Data Science 📊, Machine Learning 🔢, and Cloud Development ☁️.
If you like them, you ended up in the right spot.

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Cloud Architecture, Data Science and Machine Learning

About

Hi there, my name is Ruslan Magana Vsevolodovna.

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Recent posts

Deploy a Hugging Face Model with FastAPI: Build a Production-Ready ML API in Python

02 Jun 2026

6 minute read

Serve a Hugging Face model as a fast, typed, documented REST API — locally and in Docker.

Deploy AI Agents to Production with Docker: A Step-by-Step Guide

02 Jun 2026

7 minute read

Containerize an AI agent as a FastAPI service and deploy it reliably with Docker.

Create a Simple AI Email Triage Agent with LangChain, LangGraph, and OpenAI

02 Jun 2026

6 minute read

Build an autonomous ReAct agent that investigates emails with custom tools.

Build a Semantic Search Engine in Python with Sentence Transformers, FAISS, and Embeddings

02 Jun 2026

8 minute read

Turn text into vectors and build a real semantic search engine — with metadata, persistence, and a reusable class.

AutoGen Tutorial: Build a Simple Multi-Agent Email Triage System in Python

02 Jun 2026

5 minute read

Create a collaborative multi-agent workflow with Microsoft AutoGen.