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
Oracle certifications for Hanna Einola
Our Database Designer Hanna Einola just received Oracle Could Infrastructure AI Foundations Associate certification and also became an Oracle@Azure specialist .
DB Tech Showcase in Tokyo
Heli Helskyaho and Matias Helskyaho at DB Tech Showcase event in Tokyo presenting about the hot topic of the day Agentic AI.
New Oracle certifications for our trainees
Anna Parkkinen has been awarded the Oracle Cloud Infrastructure Foundations Associate and Oracle Cloud Infrastructure AI Foundations Associate certifications, and Victor Nilsson has been awarded the Oracle Cloud Infrastructure Foundations…
Heli awarded as the best speaker
Heli Helskyaho was awarded as the best speaker for the Innovation track at Kscope25 event, Congrats Heli!
Heli Helskyaho and Adrian P. at Kscope2025
Heli Helskyaho and Adrian P. delivered an insightful session on how to implement a Low-Code RAG (Retrieval-Augmented Generation) solution using Oracle APEX and OCI Generative AI Agents. Their talk showcased…
Agentic AI at Oracle Architecture Forum at Suomenlinna
Heli Helskyaho and Matias Helskyaho delivered a talk on the future of data-driven decision-making — Agentic AI at the Oracle Architecture Forum at Suomenlinna. Unlike traditional AI systems, agentic AI…
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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