Archive
Category: Articles
Long-form posts and guides on data science, vectors, and Oracle technologies.
I Built a Full Oracle APEX App Without Dragging a Single Component
I Built a Full Oracle APEX App Without Dragging a Single Component How APEXlang, SQLcl, VS Code, and Oracle AI…
Building an Oracle Agent Memory Workspace — Part 3/3: Bringing Persistent Agent Memory into Oracle APEX
How I connected Oracle APEX to a FastAPI backend powered by Oracle Agent Memory, Autonomous Database and OCI Generative AI,…
Building an Oracle Agent Memory Workspace — Part 2/3: FastAPI, Autonomous Database and OCI Generative AI
How I built the backend layer for an Oracle Agent Memory Workspace using FastAPI, Oracle Autonomous Database over TLS, OCI…
Building an Oracle Agent Memory Workspace — Part 1/3: From inspiration to Architecture
How I extended an Oracle Agent Memory exploration into a working workspace with FastAPI, React, Oracle APEX, Autonomous Database, OCI…
From Quiniela to Machine Learning: Building a World Cup Prediction Demo with Oracle Machine Learning
Introduction Some demos are born from a very technical requirement. Others are born from a simple idea that everyone immediately…
Oracle OML Data Science Agent in Action: Building a Delivery Delay Prediction Demo with Synthetic Shipment Data
Oracle Data Science Agent is a newly introduced Oracle Machine Learning capability for Oracle Autonomous AI Database, designed to bring…
Oracle, Explained Like a Curious Case Study: History, Strategy, and the “Layers” of a Tech Giant
Disclaimer I work at Oracle. This article is not official Oracle communication and does not represent the company’s views. It’s…
From Zero to a Working YOLO Classifier on Oracle Cloud: Training an Insect Model End-to-End with OCI Data Science + Object Storage + Gradio
There’s a very practical question behind many AI conversations with customers: “Do we actually have the infrastructure to run and…
Choosing the right GPU shape in OCI Data Science for your AI Model: A practical guide
When you’re running Large Language Models (LLMs) or other heavy AI workloads, one of the first big questions is:“What GPU…
How to Add a Floating GenAI Chatbot to Oracle APEX (OCI Generative AI / Cohere) — Step by Step FULL CODE
In the past weeks I’ve been working on an Oncology Forecasting prototype built with Oracle APEX + Autonomous Database (ADB).…