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Ryan Giggs

Data Engineer | Oracle data stack explorer sharing insights on Autonomous DB, AI features & cloud acceleration. Building scalable pipelines and modern data infrastructure.

Location Eldoret, Kenya Joined Joined on  Email address derrickryangiggs@gmail.com github website

Education

Moi University Kenya

Pronouns

He/him

I Built a Real-Time Crypto Analytics Pipeline for $0.01/Month — Here's the Full Architecture

I Built a Real-Time Crypto Analytics Pipeline for $0.01/Month — Here's the Full Architecture

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11 min read

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Oracle GoldenGate 23ai: Powering Distributed AI with Real-Time Data Replication

Oracle GoldenGate 23ai: Powering Distributed AI with Real-Time Data Replication

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7 min read
Building the Sovereign Debt Observatory: An End-to-End ELT Pipeline on World Bank Debt Data for Low and Middle-Income Countries

Building the Sovereign Debt Observatory: An End-to-End ELT Pipeline on World Bank Debt Data for Low and Middle-Income Countries

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10 min read
Exadata AI Storage: A New Era of AI-Powered Database Infrastructure

Exadata AI Storage: A New Era of AI-Powered Database Infrastructure

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9 min read
Tech Ecosystem Observatory: How I Built a Cloud-Native Data Pipeline to Track Global Tech Layoffs vs YC Startup Activity

Tech Ecosystem Observatory: How I Built a Cloud-Native Data Pipeline to Track Global Tech Layoffs vs YC Startup Activity

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1 min read
Streaming with PyFlink and Redpanda

Streaming with PyFlink and Redpanda

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1 min read
Oracle Database 23ai: Vector Similarity Search - Exact, Approximate, and Multi-Vector Strategies

Oracle Database 23ai: Vector Similarity Search - Exact, Approximate, and Multi-Vector Strategies

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9 min read
Oracle Database 23ai: Creating Vectors and Understanding Distance Metrics for Similarity Search

Oracle Database 23ai: Creating Vectors and Understanding Distance Metrics for Similarity Search

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8 min read
Batch Processing with Apache Spark

Batch Processing with Apache Spark

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1 min read
From APIs to Warehouses: AI-Assisted Data Ingestion with dlt

From APIs to Warehouses: AI-Assisted Data Ingestion with dlt

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1 min read
Oracle AI Vector Search: DML and DDL Operations on Vector Columns

Oracle AI Vector Search: DML and DDL Operations on Vector Columns

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7 min read
Data Platforms with Bruin

Data Platforms with Bruin

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1 min read
Oracle AI Vector Search: Querying Vectors and Optimizing with Indexes

Oracle AI Vector Search: Querying Vectors and Optimizing with Indexes

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7 min read
Analytics Engineering

Analytics Engineering

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1 min read
Data Warehousing & BigQuery

Data Warehousing & BigQuery

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1 min read
Oracle AI Vector Search Workflow: From Data to Semantic Search

Oracle AI Vector Search Workflow: From Data to Semantic Search

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11 min read
Understanding Semantic Search: Vector Embeddings and Similarity Search

Understanding Semantic Search: Vector Embeddings and Similarity Search

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11 min read
Workflow Orchestration

Workflow Orchestration

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1 min read
Oracle AI Vector Search in Oracle Database 23ai

Oracle AI Vector Search in Oracle Database 23ai

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6 min read
OCI Generative AI Agents: Building Enterprise RAG Applications Without Code

OCI Generative AI Agents: Building Enterprise RAG Applications Without Code

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9 min read
RAG Pipeline Deep Dive: Ingestion, Chunking, Embedding, and Vector Search

RAG Pipeline Deep Dive: Ingestion, Chunking, Embedding, and Vector Search

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10 min read
OCI Generative AI and LangChain: Building Enterprise AI Applications with Oracle

OCI Generative AI and LangChain: Building Enterprise AI Applications with Oracle

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9 min read
OCI Generative AI Security: Dedicated GPUs, RDMA Networks, and Enterprise-Grade Data Protection

OCI Generative AI Security: Dedicated GPUs, RDMA Networks, and Enterprise-Grade Data Protection

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9 min read
OCI Generative AI: Dedicated Cluster Sizing, Pricing, and Fine-Tuning Deep Dive

OCI Generative AI: Dedicated Cluster Sizing, Pricing, and Fine-Tuning Deep Dive

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9 min read
Fine-Tuning and Inference in LLMs: From Custom Models to Production Deployment

Fine-Tuning and Inference in LLMs: From Custom Models to Production Deployment

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8 min read
Customizing LLMs with Your Data: A Progressive Strategy from Prompting to Fine-Tuning

Customizing LLMs with Your Data: A Progressive Strategy from Prompting to Fine-Tuning

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7 min read
Chat and Embedding Models in OCI Generative AI

Chat and Embedding Models in OCI Generative AI

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10 min read
OCI Generative AI Service: Enterprise-Grade LLMs on Oracle Cloud

OCI Generative AI Service: Enterprise-Grade LLMs on Oracle Cloud

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10 min read
LLM Applications: From Code Generation to Autonomous Agents

LLM Applications: From Code Generation to Autonomous Agents

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9 min read
Training, Decoding, and Hallucination in Large Language Models: A Deep Dive

Training, Decoding, and Hallucination in Large Language Models: A Deep Dive

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9 min read
Prompting and Prompt Engineering: A Comprehensive Guide to Controlling LLM Behavior

Prompting and Prompt Engineering: A Comprehensive Guide to Controlling LLM Behavior

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8 min read
Fundamentals of Large Language Models: Understanding LLM Architectures

Fundamentals of Large Language Models: Understanding LLM Architectures

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5 min read
MySQL HeatWave: Read Replicas for Scaling Read-Heavy Workloads

MySQL HeatWave: Read Replicas for Scaling Read-Heavy Workloads

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8 min read
MySQL HeatWave: Migrating Your Data to HeatWave Service

MySQL HeatWave: Migrating Your Data to HeatWave Service

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7 min read
MySQL HeatWave: Replicating to MySQL Server (Outbound Replication)

MySQL HeatWave: Replicating to MySQL Server (Outbound Replication)

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8 min read
MySQL HeatWave: Replication Channels and Troubleshooting

MySQL HeatWave: Replication Channels and Troubleshooting

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7 min read
MySQL HeatWave: Replicating to DB System (Inbound Replication)

MySQL HeatWave: Replicating to DB System (Inbound Replication)

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11 min read
MySQL HeatWave: Backing Up and Restoring DB Systems

MySQL HeatWave: Backing Up and Restoring DB Systems

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12 min read
MySQL HeatWave: Connecting and Managing DB Systems

MySQL HeatWave: Connecting and Managing DB Systems

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13 min read
MySQL HeatWave: Identifying and Testing Failover in High Availability DB Systems

MySQL HeatWave: Identifying and Testing Failover in High Availability DB Systems

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13 min read
MySQL HeatWave: Creating High Availability DB Systems and Understanding Limitations

MySQL HeatWave: Creating High Availability DB Systems and Understanding Limitations

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9 min read
MySQL HeatWave: Creating DB Systems and High Availability Setup

MySQL HeatWave: Creating DB Systems and High Availability Setup

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9 min read
MySQL HeatWave Architecture: A Complete Guide

MySQL HeatWave Architecture: A Complete Guide

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4 min read
MySQL HeatWave: The Fully Managed Multi-Cloud Database with Integrated AI

MySQL HeatWave: The Fully Managed Multi-Cloud Database with Integrated AI

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8 min read
Migrating to Oracle Autonomous Database: Methods, Tools, and Best Practices

Migrating to Oracle Autonomous Database: Methods, Tools, and Best Practices

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9 min read
Oracle Autonomous Database: Data Lake Analytics and Modern Data Sharing

Oracle Autonomous Database: Data Lake Analytics and Modern Data Sharing

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8 min read
Oracle Autonomous Database: Machine Learning with AutoML and Natural Language Queries with Select AI

Oracle Autonomous Database: Machine Learning with AutoML and Natural Language Queries with Select AI

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8 min read
Oracle Autonomous Database Connectivity: Secure Connections with TLS and mTLS

Oracle Autonomous Database Connectivity: Secure Connections with TLS and mTLS

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9 min read
Oracle Cloud Infrastructure: Compartment Quotas and Service Limits Management

Oracle Cloud Infrastructure: Compartment Quotas and Service Limits Management

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9 min read
Oracle Autonomous Database: Automatic Indexing and Data Safe Security

Oracle Autonomous Database: Automatic Indexing and Data Safe Security

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7 min read
Oracle Autonomous Database Monitoring and Notifications: Observability and Operations

Oracle Autonomous Database Monitoring and Notifications: Observability and Operations

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7 min read
Oracle Autonomous Database Security: Maintenance, Access Control, and Encryption

Oracle Autonomous Database Security: Maintenance, Access Control, and Encryption

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8 min read
Oracle Autonomous Database Management: The Evolving DBA Role and Operations

Oracle Autonomous Database Management: The Evolving DBA Role and Operations

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7 min read
Oracle Autonomous Database Dedicated: Fleet Administration, Provisioning, and Role-Based Management

Oracle Autonomous Database Dedicated: Fleet Administration, Provisioning, and Role-Based Management

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8 min read
Oracle Autonomous Database Deployment Options: Serverless vs Dedicated Infrastructure

Oracle Autonomous Database Deployment Options: Serverless vs Dedicated Infrastructure

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7 min read
Oracle Autonomous Database: Backup Management, Event Notifications, and Data Guard Protection

Oracle Autonomous Database: Backup Management, Event Notifications, and Data Guard Protection

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Oracle Autonomous Database Management: User Administration, Elastic Pools, and Cloning Strategies

Oracle Autonomous Database Management: User Administration, Elastic Pools, and Cloning Strategies

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6 min read
Oracle Autonomous Database and Cloud Infrastructure: Complete Platform Overview

Oracle Autonomous Database and Cloud Infrastructure: Complete Platform Overview

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6 min read
MySQL HeatWave and Oracle NoSQL: Modern Database Solutions for Enterprise Applications

MySQL HeatWave and Oracle NoSQL: Modern Database Solutions for Enterprise Applications

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6 min read
Oracle Database Upgrades and Migrations: Essential Best Practices Guide

Oracle Database Upgrades and Migrations: Essential Best Practices Guide

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5 min read
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