AI-native product
RetainAI
Decision-intelligence platform exploring retention signals, customer insight and product-oriented AI architecture.
Hi there! I'm Rony.
I design and build reliable data platforms, cloud-native systems and AI products.
- Data & Cloud Architect
- Data/ML Platform Engineer
- AI-native Builder
From creative software and applied mathematics to cloud data platforms and AI-native systems.
logic meets creativity 💾🎸🌻
Selected Work
Projects with architecture, product thinking and technical depth.
A small selection of work that connects AI products, classical ML/NLP, and production-oriented data engineering.
ML/NLP research project
VersoVector
Classical machine learning and NLP applied to poetic language, semantic structure and emotional patterns.
Architecture practice
Data & Cloud Engineering
Production-oriented cloud and data architecture across pipelines, platforms and operational systems.
What I Build
Systems that connect data, cloud and AI into working products.
The common thread is not a technology list. It is the ability to turn complex technical pieces into usable, reliable systems.
AI Products & Platforms
Product-oriented AI systems that combine user value, architecture and pragmatic delivery.
Data & Cloud Architecture
Reliable cloud-native data platforms, pipelines and services designed for real operational constraints.
ML / NLP Engineering
Applied machine learning and language-oriented systems with reproducible development workflows.
Developer Enablement
Documentation, tooling, environments and practices that make technical work easier to reproduce and extend.
Builder Journey
A path from creative software to AI-native platforms.
The work evolved step by step: from playful software experiments into data systems, cloud architecture and AI-native product thinking.
- Creative Software
- Applied Math & Simulation
- Reproducible Environments
- Distributed Data Systems
- Cloud Architecture
- ML/NLP & AI-native Platforms
Engineering Foundations
Earlier work that shaped the current platform mindset.
These projects show foundations in applied analytics, reproducible environments, machine learning and software experimentation.
AppMarkowitz
Portfolio optimization and applied analytics foundations.
MIAD-ANS-ENV
Reproducible analytical environments and academic engineering practice.
GenderMovieClassification
Supervised learning practice for text and classification workflows.
Legacy Big Data Lab
Distributed data processing experiments and early big data practice.
Creative Origins
Before data platforms and AI systems, there were games and visual experiments.
Before data platforms and AI systems, I explored software through indie games, mobile applications, visual experiments and creative coding.
Liasoft preserves that early builder journey: a small archive of games, prototypes and playful technical ideas.
Visit the Liasoft archive →