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arec1b0/README.md

Hi, I’m @arec1b0 👋

MLOps Engineer & Blockchain Systems Developer

I build robust, production-ready solutions at the intersection of machine learning, cloud-native infrastructure, and blockchain technology. My focus is on reliability, observability, and performance—from AI microservices to decentralized protocols.


🛠️ Tech Stack

  • Languages: Python, Rust, Nim, Solidity, Go, TypeScript
  • MLOps & DevOps: Kubernetes, Docker, Prometheus, Grafana, MLflow, GitHub Actions, HCL
  • ML & Data: PyTorch, FastAPI, Hugging Face, Pandas, Pandera
  • Blockchain: Ethereum, Solidity, Smart Contracts (Staking, Governance)

🏆 Featured Projects

MLOps & AI

  • KubeSentiment: Production-grade sentiment analysis API with a full MLOps lifecycle on Kubernetes.
  • mlops-pipeline: Advanced, reproducible ML pipelines using a lean stack of Python, PowerShell, and Make.
  • portable-predictor: A minimal, robust FastAPI microservice for ML model inference with CI/CD.

Blockchain & Decentralized Systems

  • nim-blockchain-node: High-performance blockchain node in Nim, featuring modular consensus and ZK proofs.
  • PeoPay-Core: Core Solidity contracts for the PeoPay ecosystem (token, staking, governance).
  • peochain-demo: A Rust-based testnet demonstrating high-throughput cross-chain logic.

📊 GitHub Stats

arec1b0's GitHub stats Top Languages


📫 Let’s Connect


Fun Fact: I once built a blockchain from scratch in Nim just to see how fast I could make it. Spoiler: pretty fast.

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  1. KubeSentiment KubeSentiment Public

    Production-grade MLOps project for sentiment analysis featuring FastAPI, Kubernetes, Prometheus monitoring, and automated CI/CD.

    Python 2

  2. Proof-of-Synergy Proof-of-Synergy Public

    This repository contains the research data, simulation code, and analysis tools for the Proof of Synergy (PoSyg) consensus protocol doctoral research.

    Python 1

  3. cookiecutter-ml-template cookiecutter-ml-template Public template

    Cookiecutter template for production-ready machine learning projects with src layout, tooling, and Windows-friendly workflow.

    Python 1

  4. dvc-feature-store dvc-feature-store Public

    Centralized Feature Store built on DVC for ML feature versioning, validation, and sharing. Includes MLflow integration for experiment tracking and Kubeflow Pipeline components for production ML wor…

    Python 1

  5. ml-cicd-pipeline ml-cicd-pipeline Public

    Enterprise-ready CI/CD blueprint for machine learning services.

    Python 1

  6. self-critique-pipeline self-critique-pipeline Public

    Implementation of the Self-Critique Chain pattern for automated research paper summarization using Claude AI.

    Jupyter Notebook