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๐Ÿซฅ
Artificial Intelligence is teaching me about itself.
๐Ÿซฅ
Artificial Intelligence is teaching me about itself.

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didiberman/README.md

Didi โ€” AI, Automation & MLOps Engineer

Hi! Iโ€™m Didi, a developer passionate about building real-world solutions at the intersection of automation, AI, and MLOps / DevOps.

My GitHub is a living portfolio of projects that blend practical engineering, end-to-end machine learning workflows, and a commitment to learning in public and sharing knowledge.

Alongside my technical work, I bring a deep commitment to inner work and human development.

I'm a dedicated Vipassana meditator and currently training in Collective Trauma Healing Facilitation โ€” aiming to bridge tech engineering with high emotional intelligence and trauma-informed awareness.


๐ŸŒŸ Core Competencies

  • AI Automation:
    Creating intelligent agents and tools for lead generation, outreach, and content transformation with platforms like n8n, zapier, make.com.

  • Learning in Public:
    Designing open-source curricula and sharing insights as I deepen my expertise in MLOps and AI deployment.

  • End-to-End MLOps:
    Training, fine-tuning, and deploying ML models using production-ready stacks โ€” PyTorch, Hugging Face, FastAPI, Docker, GitHub Actions, and Kubernetes.

  • Deep Learning (NLP):
    Proficient in transformer architectures and emotional classification models using PyTorch.

  • Full-Stack Engineering:
    Building scalable applications and APIs using Python, TypeScript, React, Vite, Tailwind, and mobile frameworks.

  • DevOps & System Insight:
    Experience with CI/CD pipelines, containerization, networking, and security-focused educational tooling.


๐Ÿš€ 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.

Fine-tuned DistilBERT model for classifying YouTube comments into emotional categories.

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

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

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

๐Ÿ”น Mobile BreathApp

Wellness mobile app for guided breathwork and meditation.

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


๐ŸŽฏ Skils & Qualities

  • Breadth & Depth:
    Skilled across Python, TypeScript, Java, C, PHP โ€” plus DevOps, automation, and ML pipelines.

  • Production-Readiness:
    Real-world, scalable workflows from model development to deployment and monitoring.

  • Open Source & Initiative:
    From curriculum design to tooling โ€” built to share, teach, and empower.

  • Problem-Solving Mindset:
    Whether in AI, automation, or wellness โ€” I build solutions that serve real human needs.


Letโ€™s collaborate, contribute, or learn together.
๐Ÿ”— View Portfolio โ†’ didiberman.com

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  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 automโ€ฆ

    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 coโ€ฆ

    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 โ€“ 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 Matรฉ, Thomas Hรผbl, and more. Retrieves and summarizes healing insights with a mindful, somatic lens. Built fโ€ฆ

  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