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Hi, I'm ChiehYao Hsu 👋


I’m Joel, an LLM Application Engineer who enjoys turning AI capabilities into real, usable systems.

My recent work focuses on agent workflows, tool-using LLM applications, workflow automation, file processing, and secure deployment patterns. I’m especially interested in making AI systems not only powerful, but also practical, auditable, and production-friendly.

  • 🌱 Currently building around AI agents, MCP-style tool orchestration, and LLM workflows
  • 🛠️ Interested in automation, developer tooling, file processing, and cloud-based AI systems
  • 🛡️ Exploring how to make AI applications more secure, structured, and reliable
  • 🤝 Open to collaborating on LLM application and AI engineering projects

Published Packages

A few small tools I’ve published while exploring agent scaffolding, MCP server development, file conversion, and AI-assisted development workflows.

Package Ecosystem Contribution Area Purpose
convilyn PyPI Python SDK / File Conversion / Agentic Workflows An official Python SDK for file conversion and agentic workflows, designed to support AI-powered document and file processing applications.
langgraph-forge PyPI LangGraph agent scaffolding A starter toolkit for setting up runnable LangGraph agent projects with common providers, patterns, and deployment options.
mcp-forge-cli PyPI MCP project generator A CLI for bootstrapping structured MCP server projects without hand-creating the same project layout each time.
mcp-forge-core PyPI MCP server framework A lightweight core layer for building MCP servers with cleaner interfaces and swappable provider implementations.
@hey-echodev/cli npm AI / developer workflow CLI A terminal-first tool for keeping useful project context around AI-assisted development workflows.
redactkit PyPI Python / Development Toolkit Production-hardened Python redaction for structured logs, LLM agent payloads, and AWS-signed URLs. Zero deps.

Selected Work

Project Recognition What it does
AI-Filing-System 2025 Qualcomm Hackathon Champion An AI-powered file organization system that analyzes and categorizes documents automatically.

Technologies I Use

Python TypeScript FastAPI Docker AWS GCP Amazon Bedrock

LLM Applications AI Agents Tool Orchestration Workflow Automation File Processing

Pinned Loading

  1. CoreNovus/.github CoreNovus/.github Public

    Organization-wide GitHub configuration and profile.

    1

  2. CoreNovus/convilyn-python CoreNovus/convilyn-python Public

    Official Convilyn Python SDK — file conversion, agentic workflows, community library. A public mirror of the Convilyn monorepo(Apache-2.0).

    Python 1

  3. CoreNovus/Ainalyn-release CoreNovus/Ainalyn-release Public

    Ainalyn desktop releases — download installers / portable builds + auto-update feed

  4. ai-studio ai-studio Public

    AI video generation on RunPod (MiniMax H3 via ComfyUI) assembled with a mechanically-enforced editing grammar

    Python 1