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Break and Build
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baseely/README.md

Welcome, I'm Shady! πŸ‘‹

I'm an experienced Open Source Engineer passionate about AI-driven cloud solutions, MLOps, and resilient architectures. I specialize in DevOps, Kubernetes, AI model deployment, automation and Data Engineering.



πŸš€ About Me

πŸ”Ή Cloud & AI Architect | OSS Engineer
πŸ”Ή Expert in AI-driven cloud-native and data-intensive solutions
πŸ”Ή Building, breaking and optimizing complex distributed systems


πŸ› οΈ Skills & Tech Stack

⚑ Programming & Scripting

πŸ—οΈ Frameworks & Tools

πŸ€– AI & Machine Learning

  • ML Libraries: NumPy, Pandas, Scikit-learn, TensorFlow, PyTorch
  • LLMs & AI Frameworks: LangChain, OpenAI API, Hugging Face Transformers, Llama, BeeAI
  • MLOps & AI Deployment: MLflow, Kubeflow, BentoML
  • Generative AI: Llama, Stable Diffusion, Midjourney APIs
  • AI in Cloud & Edge: AWS SageMaker, Azure AI, Edge AI with TensorFlow Lite
  • AI Protocols & Interoperability: MCP (Model Communication Protocol)

πŸ“Š Data Engineering & Streaming

  • Streaming & Messaging: Apache Kafka, Apache Pulsar
  • Databases & Storage: PostgreSQL, DataStax (Cassandra), MongoDB, Redis
  • Data Pipelines & Processing: Apache Spark, Airflow, dbt
  • AI & Data Integration: IBM Watsonx, OpenAI, Snowflake
  • Big Data & Cloud Data Warehousing: AWS Redshift, Google BigQuery

☸️ Cloud, OS & Container Platforms


🌍 What I Do?

πŸš€ I architect and optimize AI-powered cloud solutions, focusing on scalable and automated AI deployments and data-intensive applications.

πŸ”Ή AI-driven cloud architectures with AWS, Azure, and GCP
πŸ”Ή MLOps & AI automation using Kubeflow, MLflow, and BentoML
πŸ”Ή LLM fine-tuning & optimization for real-world applications
πŸ”Ή Edge AI & IoT deployments with TensorFlow Lite
πŸ”Ή Data Engineering & Real-time Streaming with Kafka, PostgreSQL, and Spark
πŸ”Ή Interoperable AI & Data Systems integrating BeeAI, Llama, MCP, and Watsonx
πŸ”Ή Resilient AI Kubernetes clusters for high-availability ML workloads
πŸ”Ή Enterprise Open Source & Hybrid Cloud with Red Hat OpenShift


πŸ“Š GitHub Analytics & Visuals

GitHub Stats GitHub Streak

GitHub Trophies

Activity Graph


πŸ“¬ Let's Connect!


πŸš€ Let's innovate and build the future of AI & Data together! πŸ€–

Pinned Loading

  1. kubernetes/minikube kubernetes/minikube Public

    Run Kubernetes locally

    Go 31.1k 5.1k

  2. pytorch-seq2seq pytorch-seq2seq Public

    Forked from IBM/pytorch-seq2seq

    An open source framework for seq2seq models in PyTorch.

    Python

  3. Shell script to quickly install a VN... Shell script to quickly install a VNC server on a CentOS 8 / RHEL 8 node.
    1
    dnf groupinstall -y "Server wuth GUI"
    2
    systemctl set-default graphical
    3
    set -p "Reboot and proceed"
    4
    echo "WaylandEnable=false" >> /etc/gdm/custom.conf
    5
    setenforce 0
  4. instructlab instructlab Public

    Forked from instructlab/instructlab

    InstructLab Command-Line Interface. Use this to chat with a model and execute the InstructLab workflow to train a model using custom taxonomy data.

    Python

  5. awx awx Public

    Forked from ansible/awx

    AWX provides a web-based user interface, REST API, and task engine built on top of Ansible. It is one of the upstream projects for Red Hat Ansible Automation Platform.

    Python

  6. SeleniumBase SeleniumBase Public

    Forked from seleniumbase/SeleniumBase

    A Python framework that inspires developers to become better test automation engineers. πŸ§ πŸ’‘

    Python