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ccoliu/README.md

Chia-Cheng Liu

Email: frgnd5433@gmail.com

About Me

Software engineer with a CS degree from Taiwan Tech. I build backend and systems software — distributed task scheduling, LLM agent orchestration, embedded/BMC simulation — and do deep-learning research on cross-domain few-shot learning.

Education

National Taiwan University of Science and Technology (Taiwan Tech)

Bachelor of Science, Computer Science and Information Engineering

Sep. 2019 - Jun. 2025

Data Structures, Object-Oriented Programming, Compiler Design, Operating Systems, Data Science, Applied AI

Technical Skills

Programming Languages:

C C++ C# Java Python JavaScript TypeScript

Backend & Web:

FastAPI React Tailwind CSS HTML5 CSS3

Data & AI:

PostgreSQL Redis PyTorch

Tools & Platforms:

Git GitHub Actions Docker Linux

Projects

Codoctopus 🐙

A provider-neutral agent orchestration framework. Give it a goal and it decomposes the goal into a verified task DAG, then runs each step with agents that can actually act — read and write files, run shell commands and tests, and make HTTP requests. Works with Anthropic, OpenAI, Gemini, Ollama, or any OpenAI-compatible gateway, and ships with a CLI, a Python SDK, and a React web GUI.

Python · asyncio · Pydantic · FastAPI · React · TypeScript

A distributed task scheduling and execution platform inspired by Apache Airflow and Celery. Supports the full task lifecycle, priority queues, delayed and cron-based scheduling, retries with exponential backoff, DAG workflows with a drag-and-drop visual builder, Redis sliding-window rate limiting, and real-time status push over WebSocket.

FastAPI · Celery · PostgreSQL · Redis · React · Docker Compose

Coworkify workflow run with conditional branches

A self-contained simulator of a server BMC (Baseboard Management Controller): a poll()-based C daemon that simulates sensors and fault injection, with a DMTF Redfish REST API on top. Every response is validated against the official Redfish schemas in CI, and the C code is tested with Unity under ASan/UBSan. No hardware required — just docker compose up.

C11 · Python · FastAPI · Redfish · Docker · GitHub Actions

Research on feature-level super-resolution for vision-language cross-domain few-shot learning. Upsamples ViT patch tokens from 14×14 to 28×28 with a cross-resolution consistency loss, built on cycle-consistent vision-language alignment (CC-CDFSL). Improves 5-way 5-shot accuracy on all four benchmarks (EuroSAT, CropDiseases, ISIC 2018, ChestX), +1.15% on average.

Python · PyTorch · CLIP · LoRA

Earlier Projects

The classic game: uncover every block that doesn't hide a mine.

Minesweeper preview

A two-player chess game, played on the board until one side's king is captured.

Chess preview

Pinned Loading

  1. coworkify coworkify Public

    HTML

  2. Codoctopus Codoctopus Public

    Python 1

  3. airflow airflow Public

    Forked from apache/airflow

    Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

    Python

  4. FeatureSR FeatureSR Public

    Python