Hire OpenClaw Agent as Co-worker | One click spin up on AWS
Three ways to deploy OpenClaw on AWS, with a step-by-step CloudFormation + Bedrock walkthrough — IAM role, SSM tunnel, Graviton instance, no open ports.
Agentic AI3 posts
Building, deploying, and operating autonomous agents on AWS — from one-click deployments to agent-driven ML training loops.
I Used an AI Agent to Run My LLM Training Experiments
Teaching a coding agent to read training alerts, kill diverging runs, and converge on the optimal learning rate — using TinyGPT, Trackio, and HF Jobs.
I build a GUI to Migrate Skills into Kiro Powers
A zero-dependency local Python GUI that converts Claude Code Skills into Kiro Powers — file remapping, frontmatter generation, and language auto-clean in one click.
Machine Learning8 posts
Computer vision, conversational AI, and applied ML across agriculture, healthcare, sustainability, and partner enablement.
Use computer vision to measure agriculture yield with Amazon Rekognition Custom Labels
Identifying and counting fruit on trees for crop estimation using a custom Rekognition model — useful for tree leasing and yield forecasting.
Build an appointment scheduler interface integrated with Meta using Amazon Lex and Amazon Connect
Self-service appointment scheduling solution built with Amazon Lex and Amazon Connect, integrated with Meta. Co-written with Accenture.
Build your own brand detection and visibility using SageMaker Ground Truth and Rekognition Custom Labels (Part 2)
Training and analysis workflows for the brand detection solution — labeling, model training, and evaluation pipelines.
Accenture promotes machine learning growth with the world's largest private AWS DeepComposer Battle of the Bands
How Accenture used DeepComposer to scale ML enablement across thousands of practitioners through a gamified league format.
Plant leaf disease detection with Amazon Rekognition Custom Labels
Detecting crop disease through image analysis — a Rekognition Custom Labels model for early intervention in agriculture.
Build your own brand detection and visibility using SageMaker Ground Truth and Rekognition Custom Labels (Part 1)
End-to-end solution architecture for brand visibility analysis — from data labeling to deployment.
Field Notes: Applying Machine Learning to Vegetation Management using Amazon SageMaker
ML-driven vegetation management for utilities — using satellite imagery to predict tree-power-line conflicts before outages happen.
Using machine learning to support healthcare during a pandemic
Applying SageMaker and AWS Marketplace ML solutions to accelerate healthcare response — from clinical workflows to public-health analytics.
Data Science3 posts
Data lakes, real-time streaming, and analytics architectures — Hudi on Athena, Kinesis-driven notifications, and VPC traffic intelligence.
Query an Apache Hudi dataset in an Amazon S3 data lake with Amazon Athena (Part 1: Read-optimized queries)
Read-optimized querying of Apache Hudi tables on S3 using Athena — practical patterns for analytics on incrementally-updated data lakes.
Building a real-time notification system with Kinesis Data Streams for DynamoDB and Kinesis Data Analytics for Apache Flink
Real-time event pipeline using Kinesis Data Streams from DynamoDB plus Flink-based analytics — for low-latency notifications at scale.
Analyze and visualize your VPC network traffic using Amazon Kinesis and Amazon Athena
VPC flow log analytics pipeline using Kinesis and Athena — turning raw network telemetry into actionable security and operations insights.
AWS Cloud4 posts
DevOps, no-code, partner integrations, and cloud architecture — code reviews with CodeGuru, canary deployments, and AR/VR partner solutions.
Automate code reviews with Amazon CodeGuru Reviewer
Use the ML-based CodeGuru Reviewer alongside CodeCommit to automate code reviews and surface application performance recommendations.
Performing canary deployments for service integrations with Amazon API Gateway
Canary deployments for API Gateway service integrations — gradually shift traffic and monitor before full rollout.
How to create an Expense Tracking App without coding using Amazon Honeycode
Build a fully-functional expense tracker on Amazon Honeycode — no code required, end-to-end walkthrough.
Transforming the Traveling Experience with Accenture 5G Smart Airport Assistant and Amazon AR/VR
How Accenture combined 5G, AR/VR, and AWS to redesign airport passenger experience — partner-led architecture deep-dive.
Responsible AI15 posts
Mindful AI use, cognitive resilience, consciousness, and emotional intelligence — keeping humans sharp, aware, and well in an AI-saturated world.
3 Reasons that degrades Human Cognition using AI
Why people let AI think for them, the four cognitive losses that follow, and a simple chat-AI setting tweak to keep your critical thinking sharp.
5 Step Framework to Improve Your Cognitive Powers with AI
A deliberate workflow for working with AI: ask the right question, exercise your own reasoning first, then use AI for hints, gap analysis, and turning clarity into action.
"Is AI thinking like a human?" is a trap. We project our own image onto these systems…
On why anthropomorphising AI distorts how we evaluate it — and what a more honest framing looks like.
Is GenAI just glorified auto-complete? Why Anthropic hires neuroscientists…
On the gap between "next-token prediction" and emergent behaviour — and why interpretability research matters.
LinkedIn
A race between technology & wisdom
Mindfulness
Ethics
"Our future is a race between the growing power of technology and the wisdom with which we use it."
On Hawking's challenge to balance technological capability with mindful, ethical use.
Do you agree that it's a time to be more MINDFUL than ever before?
On why awareness practices matter more in an AI-saturated information environment.
LinkedIn
Inner Intelligence as a fine-tuned transformer
Consciousness
AI Metaphor
Inner Intelligence is like a fine-tuned transformer model… Meditation is our pre-training.
Mapping ML training metaphors onto human consciousness — meditation as the pre-training that shapes everything downstream.
LinkedIn
How deeply do we think alongside AI?
Human–AI
Critical Thinking
The question is not how intelligent AI can become but how deeply humans continue to think alongside it.
Reframing the AI debate from machine capability to human depth-of-thought.
Practice Mindful Prompting with GenAI — to cultivate long-term Inner Intelligence.
On treating each AI prompt as a reflection exercise rather than a shortcut around thinking.
7 self-reflection prompts for using AI mindfully
A concrete checklist for turning AI use into a self-awareness practice.
My Life in a Nutshell with GenAI — 2021: Life is all about utilizing the latest AI tech…
A personal year-by-year narrative of how generative AI reshaped a builder's identity and intent.
8 Self-Reflection Prompts to check your Awareness Level
A short diagnostic to surface blind spots in your relationship with attention and awareness.
LinkedIn
Consciousness is like WiFi
Consciousness
Metaphor
Consciousness is like WiFi. You're aware it exists but no one really knows how it works.
A grounded metaphor for the hard problem of consciousness, accessible to engineers.
Mental Health issues on the rise — here is how you can protect yourself
Practical guardrails for protecting mental health in a hyper-connected, AI-accelerated world.
LinkedIn
13 habits that destroy emotional intelligence
Emotional Intelligence
Habits
13 habits that destroy emotional intelligence
Common patterns that erode EQ — and what to do about them.