ODTUG Kscope 2026
The Alchemist's Dilemma: Why the Future of AI Rests on the Unsexy Work of Data Quality and Trust
Speakers: Heli Helskyaho
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Jari’s APEX Blog
Blog by Jari Laine about Oracle Application Express (APEX) and Related Stuff Search
HeliFromFinland
Heli’s thoughts on Machine Learning, AI, AI Agents, Database Designing, Oracle SQL Developer Data Modeler, User Groups and much more
Oraclemaa.com
Blog by Francisco Munoz Alvarez about Maximum Availability Architecture (MAA), Data Guard and other topics – Remember: Knowledge is only valuable if shared!
News
New role at the Finnish Business Council Singapore for Matias Helskyaho
Matias Helskyaho: “I am pleased to share that I have been appointed as a Board Member and Secretary of the Finnish Business Council (FBC) Singapore for the 2026 term. The…
Welcome interns!
We welcomed our first interns Matt Arquillano and Jhino Yanoria to join the Miracle Team in Singapore with Matias Helskyaho , Adrian Png and Heli Helskyaho. Welcome Matt and Yanoria!
Oracle +AMD event in Zurich
Bruno Reis da Silva recently presented at the Oracle + AMD event held at the Oracle office in The Circle business hub, Zurich. During the session, Bruno demonstrated how Miracle…
Welcome Bruno!
We are excited to welcome Bruno Reis da Silva to the Miracle team. Bruno brings over 15 years of international experience in IT, cloud solutions, and data transformation to the…
New Milestone for Miracle in Singapore!
Singapore has been a huge part of the Miracle story so far, and we’re thrilled to start giving back to the community that helped us grow. This March we are…
Miracle Partnering with KONEKSI for AI Strategy Design and Technical Execution
Miracle has served as an expert partner in the Australian-Indonesian KONEKSI program, responsible for designing and building AI capabilities as part of the program’s knowledge management system. The collaboration began…
Articles
Defining Data Model Quality Metrics for Data Vault 2.0 Model Evaluation
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…
Introduction to AI Services in the Oracle Cloud Infrastructure
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…
Towards Automating Database Designing
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…
LLMs, GPTs, and All That Jazz
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…
Machine Learning For Beginners
By Heli Helskyaho Published: September 2021, Edition #26 e-Magazine for Oracle Users published by the EOUC Oracle offers several tools for machine learning. You can, for example, use the in-database…
Developer Strategies: How to Use Free Cloud Services
Published: September 16th, 2021 Here fishy, fishy. To entice developers to their platforms, cloud providers all offer free versions of a selection of their cloud services. The goal, of course,…
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