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HubertRonald (Rony) · GitHub

Overview Repositories 131 Projects Packages Stars 14
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+ 🎸+ 🌻 = logic meets creativity
💾
+ 🎸+ 🌻 = logic meets creativity
8 followers · 0 following

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HubertRonald/README.md

Hi there! I'm Rony 👋

Data & Cloud Architect · Data/ML Platform Engineer · AI-native Builder

I build reliable data platforms, cloud-native systems, reproducible engineering environments, and AI-native products.

My work connects creative software, applied mathematics, distributed data processing, production cloud architecture, machine learning, and AI product engineering.

Selected work

  • RetainAI — AI-native decision-intelligence platform built with cloud, security, explainability, and cost control in mind.

  • VersoVector — Classical ML/NLP exploration of semantic and emotional patterns in poetry.

  • MIAD-RAG-RealEstate — Cloud-native RAG and semantic-search system for real-estate recommendations.

  • Data & Cloud Engineering — Selected work across GCP, AWS, Spark, BigQuery, PostgreSQL, Cloud Run, and Terraform.

Engineering focus

Core stack: Python · SQL · Spark · BigQuery · PostgreSQL · Cloud Run · AWS · GCP · Docker · Terraform

Current focus: AI Platform Engineering · Data/ML Platforms · Responsible AI · Cloud-native ML and RAG architectures

Creative origins

Liasoft preserves my early work in indie games, mobile applications, visual experiments, and creative coding.

Elsewhere

Portfolio · Project Atlas · Builder Journey · Kaggle · Stack Overflow

logic meets creativity 💾🎸🌻

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  1. VersoVector VersoVector Public

    Emotional-semantic NLP & MLOps system for poetic language, combining multilabel classification, semantic similarity, topic modeling, clustering, and local serving.

    Python

  2. GenderMovieClassification GenderMovieClassification Public

    Text vectorization for multilabel movie genre classification, deployed on AWS using a serverless architecture.

    Python 2

  3. MIAD-RAG-RealEstate MIAD-RAG-RealEstate Public

    RAG-based Real Estate Recommendation System deployed on GCP

    Jupyter Notebook

  4. AI-CLI-Cloud AI-CLI-Cloud Public

    Isolated AI-assisted development workspace with Dev Containers, Codex CLI, Claude Code, Gemini CLI, AWS, Google Cloud, GitHub CLI, Docker, and Terraform.

    Shell

  5. LuaSF LuaSF Public

    Lua Statistics Functions is a lightweight pure-Lua library for descriptive statistics and discrete/continuous pseudo-random variables.

    Lua 7 3

  6. AppMarkowitz AppMarkowitz Public

    Historical Python implementation of Markowitz mean-variance portfolio analysis, constrained optimization, efficient-frontier analysis, and reproducible validation.

    Python 1

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