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Blog by Jari Laine about Oracle Application Express (APEX) and Related Stuff Search
Heli’s thoughts on Machine Learning, AI, AI Agents, Database Designing, Oracle SQL Developer Data Modeler, User Groups and much more
Blog by Francisco Munoz Alvarez about Maximum Availability Architecture (MAA), Data Guard and other topics – Remember: Knowledge is only valuable if shared!
Authored by Monty Latiolais, this blog sits at the intersection of enterprise technology, Oracle architecture, and executive leadership with the goal of delivering strategic insights, technical best practices, and practical perspectives designed to help IT leaders and developers navigate modern enterprise transformations.

We are happy to announce that Tarmo Alasoo has joined Miracle as our new Principal Cloud and Infrastructure Architect! Tarmo brings over 27 years of deep IT expertise, specializing in…

Spin up a local Oracle APEX development environment using Docker Compose. This declarative, YAML-driven approach automatically sets up APEX instance parameters and creates workspaces and users on startup, eliminating the…

Article in Kauppalehti 5.8.2026 A year ago in April, on a hot tropical day, Heli Helskyaho, CEO of Miracle Finland, which specialises in data and AI solutions , was sitting…

Miracle´s SEA team recently spent a productive day with Oracle Malaysia, diving deep into the future of data architecture, artificial intelligence, and low-code development. The interactive sessions provided a comprehensive…

Miracle SEA Consulting officially celebrated its1st anniversary with an unforgettable evening filled with delicious local delicacies, amazing guests, and plenty of high-energy karaoke sessions. 🥂🎉🎂🎤 Looking back over the past…

Forget complex computational cauldrons and degrees in advanced data science—Oracle Cloud Infrastructure (OCI) has opened its spell book, and the magic is accessible to every developer! Heli Helskyaho took the…

Use Oracle APEX, Vector Embedding Models in Database, Oracle AI Vector Search and Oracle Generative AI to ask questions from your own PDF documents

By Heli Helskyaho Published: SPRING 2024, NL.OUG Visei Just like the Oracle multi-model database with different data models the tools for machine learning integrate to each other and to all…

By Heli Helskyaho, Laura Ruotsalainen, Tomi Männistö Published: 9 February 2024, Inventions Designing a database is a crucial step in providing businesses with high-quality data for decision making. The quality of…

By Heli Helskyaho Published WINTER 2023, NL.OUG Visei Machine Learning is often seen as a complicated process with model training, feature engineering, model evaluations, deployments, and so much more. The…

By Heli Helskyaho Published: 2023 34th Conference of Open Innovations Association (FRUCT) Database designing is an important process for enabling good quality data. Without designing the database correctly, the database…

By Heli Helskyaho Published July 2023, Edition #30 e-Magazine for Oracle Users published by the EOUC Everybody is talking about ChatGPT and other similar tools. What are they and how…


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