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Working with Agents as others?
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Amin-Tgz/README.md

Hi, I'm Amin πŸ‘‹

Applied AI engineer, building practical, human-centered AI products πŸ’–

GitHub Projects

Animated skull artwork with fire and smoke

From an idea to a useful AI product β€” thoughtfully built.


πŸ‘¨β€πŸ’» About me

I'm an Applied AI engineer who enjoys building useful, tangible products with AI.

I began with Electrical Engineering, microcontrollers, embedded systems, and robotics. I then moved into Computer Vision and Deep Learning, before focusing on AI software. That journey still shapes how I work: I care about connecting technology to real problems and creating things that people can actually use.

πŸ› οΈ What I work on

  • πŸ€– LLM applications: RAG, agentic workflows, prompt engineering, and AI assistants
  • πŸ‘οΈ Computer Vision: detection, segmentation, classification, OCR, and edge deployment
  • βš™οΈ AI backends: FastAPI services, model serving, APIs, and data pipelines
  • 🐳 Deployment & infrastructure: Docker, PostgreSQL, MinIO, Linux, and GPU/edge deployment
  • πŸ”„ Workflow automation: Selenium, n8n, RPA, document classification, and business-process automation
  • πŸ’‘ Product prototyping: turning ideas into interactive, testable experiences

🌟 Featured projects

An interactive pixel-art world where Persian poets answer questions about their poems and ideas using Agentic RAG.

Python RAG Agents LLMs

✏️ Pencil AI

An iPad-friendly AI drawing experience where users draw a character, the system understands it, and the character becomes interactive.

React Web App Interactive Art Multimodal AI

🧠 Visual RAG

Enterprise / private implementation

A Visual RAG system for searching and working with visual documents and multimodal information.

Computer Vision Multimodal AI vLLM

βš™οΈ AI Workflow Automation

Enterprise / private implementation

AI-powered automations for organizational workflows, including document classification, chatbots, RPA, and data validation.

FastAPI Docker RPA LLMs

πŸ§ͺ Earlier work

Before focusing on LLM applications, I worked extensively on Computer Vision and Deep Learning: object detection, segmentation, classification, model optimization, and deployment on servers and edge devices.

Some of my earlier open-source work includes OpenCV ROI Selection, Awesome CARLA, and several Computer Vision and Deep Learning resources.

🌱 Currently learning & building

  • πŸ“ Reliable evaluation methods for RAG and LLM applications
  • 🧭 Agentic systems that can solve real workflows
  • 🧩 Better multimodal interaction between people and AI
  • 🎨 AI products with simple, tangible, and enjoyable user experiences

🧰 Tech stack

Tech stack

AI: LLMs Β· RAG Β· Agents Β· Embeddings Β· Computer Vision Β· OCR Β· Multimodal AI
Backend & Deployment: FastAPI Β· Docker Β· PostgreSQL Β· MinIO Β· Linux Β· Ollama Β· vLLM Β· LiteLLM Β· llama.cpp
Automation: Selenium Β· n8n Β· RPA Β· Document Processing

πŸš€ My Contributions Snake

GitHub contribution snake animation

Thanks for stopping by!

Interested in practical AI systems, Computer Vision, RAG, or building something useful together? Feel free to explore my repositories or open a discussion. πŸš€

Pinned Loading

  1. Amin-Tgz Amin-Tgz Public

  2. awesome-tensorflow-2 awesome-tensorflow-2 Public

    πŸ‘‰ Tensorflow 2.x resources such as tutorial, blog, code and videos

    523 99

  3. OpenCV_Select_Non_Rect_ROI OpenCV_Select_Non_Rect_ROI Public

    Select non rectangular ROI in video

    C++ 11 4

  4. awesome-CARLA awesome-CARLA Public

    πŸ‘‰ CARLA resources such as tutorial, blog, code and etc https://github.com/carla-simulator/carla

    915 130

  5. deep-painterly-harmonization deep-painterly-harmonization Public

    Forked from luanfujun/deep-painterly-harmonization

    Code and data for paper "Deep Painterly Harmonization": https://arxiv.org/abs/1804.03189

    Cuda

  6. build-your-own-x build-your-own-x Public

    Forked from codecrafters-io/build-your-own-x

    πŸ€“ Build your own (insert technology here)

    1