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Artificial Intelligence is teaching me about itself.
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Artificial Intelligence is teaching me about itself.

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didiberman/README.md

Didi — AI, Automation & DevOps Engineer

Hi! I’m Didi, a developer passionate about building real-world solutions at the intersection of automation, AI, and DevOps.

I'm currently working via Upwork, helping clients automate and scale their workflows with:

  • n8n, Zapier, Make.com, and Python
  • Custom API integrations, database syncs, webhook logic, and AI-enhanced automations

At the same time, I'm learning in public — building a full Kubernetes home lab, mastering GitOps, CI/CD, and self-hosted DevOps tooling from the ground up.


🧑‍💻 Early Roots in Linux & Networking

My journey with Linux began at age 12, compiling kernels on FreeBSD, experimenting with Red Hat, and reverse engineering TCP/IP stacks for fun. I wrote my first programs in C and loved diving deep into how systems and networks actually worked under the hood.

That early curiosity for operating systems and protocols never left me — it’s what drives me today to master the modern DevOps stack with the same hands-on, experimental mindset.


🌟 Core Competencies

  • Automation & AI Agents:
    Creating intelligent workflows for lead generation, outreach, and content transformation using platforms like n8n, Zapier, Make.com, and Python.

  • Upwork Client Work:
    Supporting startups and creators with custom automations, integrations, and backend support — with a strong focus on clarity, delivery, and results.

  • Learning in Public:
    Currently focused on learning Kubernetes (K3s), GitOps (with ArgoCD), CI/CD pipelines, secrets management, and GitHub-based workflows.

  • DevOps Foundations:
    Developing practical skills in Linux server management, SSH, Docker, container orchestration, infrastructure-as-code, and observability.

  • System Design Thinking:
    Committed to mastering how to build modular, scalable, and observable backend systems — through personal projects and real-world practice.


🚀 Featured Projects

AI-enhanced system for scraping and qualifying Instagram leads based on custom criteria.

Turns YouTube videos into readable Medium articles using prompt engineering and AI workflows.

Extracts and summarizes content from YouTube videos into actionable insights.

Categorizes emotional tone of YouTube comments.

Includes Dockerized FastAPI server, CI/CD with GitHub Actions, and K3s-ready deployment.

A week-by-week interactive learning tracker to guide engineers through DevOps and MLOps concepts.

An n8n agent that automates AI-powered lead messaging and scoring.

Wellness mobile app for guided breathwork and meditation.

Educational tool for exploring networking and security via simulated TCP session hijacking.


🎯 Skills & Qualities

  • Automation-first Mindset:
    I design systems that remove repetitive work and increase flow.

  • Production-Readiness:
    Real-world automation and DevOps workflows that scale.

  • Open Source & Initiative:
    I build and share public tooling, docs, and project structures that others can use.

  • Problem-Solving Orientation:
    Whether it's AI, DevOps, or wellness — I build solutions that serve real human needs.


📚 Currently Learning

  • 🔧 K3s (lightweight Kubernetes distribution)
  • 🔁 GitOps with ArgoCD
  • 📦 Helm & Kubernetes YAML templating
  • ⚙️ GitHub Actions for CI/CD
  • 🔐 Secret management (Sealed Secrets, Vault)
  • 🖥️ Local & cloud hybrid cluster setups
  • 📊 Observability: Grafana, Prometheus, Loki
  • 🧱 Infrastructure as Code: Terraform, Kustomize
  • 🌍 Reverse proxies: Traefik, NGINX

Let’s collaborate, contribute, or learn together.
🔗 View Portfolio → didiberman.com

Pinned Loading

  1. ai-personalized-lead-agent ai-personalized-lead-agent Public

    End-to-end lead generation system built with n8n: collects GoHighLevel survey data, scrapes Instagram profiles with Apify, and uses Claude AI to generate personalized outreach messages. Fully autom…

    1 1

  2. yt-deep-insights-agent yt-deep-insights-agent Public

    This Streamlit app helps content creators extract unique, powerful insights from any YouTube video. By analyzing both transcripts and comments with AI, it surfaces audience feedback patterns and co…

    Python

  3. youtube-medium-article-agent youtube-medium-article-agent Public

    Automate Content Creation. Turn YouTube videos into Medium-ready articles using n8n, Claude AI, and Google Sheets – fully automated.

  4. youtube-comment-classifier-mlops youtube-comment-classifier-mlops Public

    Classifies YouTube comments into emotional struggle categories using a pre-trained DistilBERT model. Emphasizes a reproducible, deployable MLOps workflow.

  5. trauma-rag-chatbot-agent trauma-rag-chatbot-agent Public

    A trauma-aware RAG chatbot powered by LangChain and OpenAI, trained on writings by Gabor Maté, Thomas Hübl, and more. Retrieves and summarizes healing insights with a mindful, somatic lens. Built f…

    1 1

  6. mlops-curriculum-app mlops-curriculum-app Public

    A web application presenting a structured learning path and curriculum for MLOps, covering essential tools and concepts from DevOps foundations to model deployment and monitoring.

    TypeScript