Skip to content
View andrewkorot's full-sized avatar
🏠
Working from home
🏠
Working from home

Block or report andrewkorot

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
andrewkorot/README.md

πŸ‘‹ Hi, I'm an AI Archtiect, AI Automation & Full-Stack, DevOps, CI/CD, Cloud Infrastructure Engineer!

I build AI-powered systems, automation pipelines, and scalable SaaS platforms using modern cloud and LLM technologies.


⚑ GitHub Stats

GitHub Stats

Top Languages

GitHub Streak


🧠 Core Expertise

AI LLMs Backend Cloud Automation


πŸš€ About Me

  • AI automation engineer building real-world agent systems
  • Backend engineer focused on scalable APIs and architectures
  • Creator of LLM-powered SaaS and workflow systems
  • Specialist in RAG pipelines and AI search systems
  • Data/Web Scraping and Data Engineering

🧠 Core Skills

πŸ€– AI & LLM Systems

  • LLM integration (OpenAI, Gemini, Claude)
  • RAG pipelines & vector databases
  • Multi-agent orchestration systems
  • Prompt engineering & evaluation

πŸ”Ž AI Search & Intelligence

  • Hybrid search (vector + keyword)
  • Embedding-based retrieval systems
  • Azure AI Search & metadata ranking

🧩 Backend Engineering

  • Python (FastAPI)
  • Node.js APIs
  • Laravel APIs
  • Ruby on Rails APIs
  • Microservices architecture
  • Database design

🎨 Frontend

  • React
  • Next.js
  • SaaS dashboards & UI systems

☁️ Cloud & DevOps

  • AWS / Azure / GCP
  • Docker & CI/CD
  • Scalable system design

πŸ—οΈ Featured Projects

πŸ€– AI Workflow Automation Engine

A multi-agent system that automates business workflows like email handling, scheduling, and CRM updates using LLM orchestration.


πŸ” RAG Knowledge Assistant

Enterprise search system powered by vector databases and hybrid search for internal company knowledge retrieval.


🧠 Multi-LLM Routing System

Smart LLM router that selects between OpenAI, Claude, and Gemini based on task type, cost, and latency.


πŸ“Š AI SaaS Dashboard

Full-stack SaaS platform with AI insights, analytics, and automated reporting.


πŸ“Œ Pinned Repository Layout (Suggested)

πŸ‘‰ Pin these repositories on your GitHub profile:

  • πŸ”Ή ai-automation-engine
  • πŸ”Ή rag-knowledge-assistant
  • πŸ”Ή multi-llm-router
  • πŸ”Ή saas-ai-dashboard
  • πŸ”Ή backend-api-starter-fastapi
  • πŸ”Ή workflow-automation-n8n-pack

🧰 Tech Stack

Python β€’ FastAPI β€’ Node.js β€’ React β€’ Next.js
LangChain β€’ LLM APIs β€’ Vector DBs
AWS β€’ Azure β€’ GCP β€’ Docker β€’ Kubernetes
n8n β€’ Zapier β€’ Make.com

πŸ“« Let's Connect

If you're building anything in:

AI automation SaaS platforms LLM systems Backend architecture

I'm open to collaboration and interesting projects.

πŸ“§ Email: topdev424@proton.me

Pinned Loading

  1. tiktok-ai-campaign-pipeline tiktok-ai-campaign-pipeline Public

    Production-ready Python service that automates the creative + ad lifecycle for products you sell online

    Python 1

  2. RAG-Agentic-FastAPI-App RAG-Agentic-FastAPI-App Public

    Agentic RAG App – a production-ready, API-key-free retrieval system built with LangGraph, FastAPI, and Ollama. It combines intelligent multi-step reasoning, adaptive retrieval, and self-critique lo…

    Python 1

  3. next-supabase-news-app next-supabase-news-app Public

    Full stack Web App with Next.js 14 Supabase & Resend.

    TypeScript

  4. google-sheet-AI-automation google-sheet-AI-automation Public

    Generate personalized IT outreach email drafts from a Google Sheet using AI.

    Python 1

  5. python-order-book-trading-strategy python-order-book-trading-strategy Public

    strategies using data science approaches (Machine Learning) on Full Orderbook Tick Data.

    Jupyter Notebook

  6. electron-invoicing-app electron-invoicing-app Public

    Desktop invoicing app built with electron. Create Quotes and Invoices. Download PDF or Email directly to your customers.

    JavaScript 1