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Thoughts on architecture, cloud, and technology leadership.
70 posts in Machine Learning
Beyond Buy vs. Build, Your AI Sourcing Strategy Needs a Third Option
An Enterprise Architect's Guide to Sourcing AI for Real Value
AI Governance for the Enterprise
Why CSR and Sustainability Matter for Modern Enterprises
Theories, Crises, and the Purpose of the Corporation
Learning to Build Agentic Apps with Azure AI Foundry
The Stoic Brainhack
Training Beyond Comfort Zones
It’s Okay Not to Be Successful
How I Learned to Lead, Influence, and Drive Change in a World That Isn't Always Fair
Embracing Failure Leads to Success and Personal Growth
Essential Concepts in Generative AI
What Are AI Agents? How They Work and Why They’re the Future of Artificial Intelligence
How to Reclaim Your Time and Live a More Fulfilling Life
Monte Carlo Method - From Statistics to Smart AI Agents
Understanding MCP (Model Context Protocol) - What It Is, How It Works, and Why It Matters
Vibe Coding - A New Era of AI-Accelerated Software Development
Building Code Agents with Hugging Face smolagents
LangSmith - Visibility While Building with Tracing
LangChain - From Simple Prompts to Autonomous Agents
Mixture of Experts in Large Language Models
Understanding Self-Attention in Large Language Models (LLMs)
Understanding Reinforcement Learning from Human Feedback (RLHF)
LLM Inference - Optimizing Latency, Throughput, and Scalability
Can Coding Teach Children Sustainability and Good Values?
Amazon SageMaker - Accelerating Machine Learning in the Cloud
Amazon Bedrock - Unlocking the Power of Generative AI for Businesses
Which Observability Tool Should You Choose? Coralogix vs. Dynatrace vs. ELK
Ethical Considerations in Implementing AI Solutions in Your Business
Understanding Logging in Kubernetes - From Containers to Nodes
Maximizing Efficiency and Collaboration with Gig Workers
Harnessing AI Tools in Software Engineering
Transforming the Solution Architect Role for 2030
The Age of AI - Insights on the Future of Artificial Intelligence
Enhancing Team Learning with AI-Powered Customer Insights
An Overview of Reinforcement Learning
LlamaIndex Framework - Context-Augmented LLM Applications
LangChain - A Framework for LLM-Powered Applications
Exploring Generative Adversarial Networks (GANs) - The Power of Unsupervised Deep Learning
Embracing Digital Twins Technology - Key Considerations, Challenges, and Critical Enablers
Minimizing GPU RAM and Scaling Model Training Horizontally with Quantization and Distributed Training
Types of Transformer-Based Foundation Models
The Power of Personas and How Might We Questions in User-Centric Design
Why Operational Plans Fail - The Perils of Groupthink and Assumption
Understanding LoRA - Low-Rank Adaptation for Efficient Machine Learning
Chinchilla Scaling Laws - Optimizing Model and Dataset Size for Efficient Machine Learning
Understanding Transformer Architecture in Large Language Models
The Future of Personal Tech
Building Docker Images for a Python Flask Server - A Step-by-Step Guide
Exploring Retrieval-Augmented Generation (RAG)
How I Study and Prepare for AWS Certification Exams
Our Future is AI - Choosing the Companion You Want to Live With
Microsoft Fabric - Revolutionizing Data Analytics in the AI Era
Understanding Bootstrap Aggregation and Random Forest
PostgreSQL vs. Oracle Database - Why Open Source Prevails
Explaining JSON Web Tokens (JWT) - A Secure and Versatile Authentication Mechanism
Exploring Assisted Intelligence for Operations (AIOps)
Thinking About the Future with ChatGPT
Brand Strategy Recommendations
Introducing Amazon Web Services (AWS)
Understanding Kubernetes
Understanding Service Mesh and Istio
Don't Be Afraid, My Mentor Is Here
Leading the Way
On Feeling Drained by Social Interactions
Explaining the Angular Error: 'Expression Changed After It Has Been Checked'
Reading Large Files Using Node.js
Installing Jupyter Notebook on macOS
Deploying a Java Spring Server with a Docker Container
Beer Recommendation Engine Using PredictionIO