A data engineering portfolio project using AWS cloud services to analyze correlations between Malaysian retail performance and fuel prices. Features Terraform IaC, ETL/ELT with AWS S3, Glue, SQL analytics via Athena coupled with data transformation via dbt, and workflow orchestration with Kestra.

An interactive, AI-powered resume and portfolio agent.

Blueprints are a curated, organized, and searchable catalog of ready-to-use examples designed to help you kickstart your workflow in Kestra.

Transformations plugins for Kestra

Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. The next cohort starts in January 2026. Join the course here 👇🏼

Multi-Agent System for Autonomous, Verifiable Knowledge Synthesis

Autonomous backend engineer built with Cline, Kestra, Ollama, and CodeRabbit that turns prompts into reviewed and deployed APIs.

Self-adaptive Cloud Architect + SRE agent that analyzes codebases & telemetry, proposes IaC changes, and iteratively optimizes cost, latency & reliability with human-in-the-loop approvals. Powered by fine-tuned AI, Kestra pipelines & React Flow visualization.

AI-Powered Autonomous Incident Management for Data Teams

ContextOS — An AI-powered context and productivity system that captures daily context, extracts structured intelligence, and automates planning using AI agents, workflows, and reinforcement learning.

Hackathon repository for the ai-agents-assemble hackathon by WeMakeDevs

Eliminates alert fatigue. A Full-Stack, AI-powered system providing instant, structured security incident triage and safe, semi-autonomous remediation via Kestra orchestration.