Skip to content
View Yicheng-1218's full-sized avatar
2 followers · 1 following

Achievements

Achievement: Pull SharkAchievement: YOLO

Achievements

Achievement: Pull SharkAchievement: YOLO

Block or report Yicheng-1218

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Yicheng-1218/README.md

👋 About Me

I’m an AI Solutions Engineer focused on building practical LLM-powered systems that connect business needs, user experience, and technical execution.

My work centers on turning AI capabilities into usable products and internal tools, especially in areas such as RAG systems, AI chatbots, workflow automation, and agentic system design.

I care about building AI systems that are not only impressive in demos, but also maintainable, observable, and useful in real workflows.

What I Work On

  • Designing AI chatbot workflows with LLMs, RAG, tools, and APIs
  • Building internal AI automations to improve operational efficiency
  • Developing proof-of-concepts that can evolve into real products
  • Planning system-level AI integrations across product, data, and backend services
  • Exploring agentic workflows, retrieval evaluation, LLM gateways, and AI system reliability

My focus is on applied AI: translating emerging AI technology into business impact and user value.

🧰 Tech Stack

AI Engineering & LLM Systems

OpenAI LangChain RAG MCP Agentic Workflow

Backend & API Development

Python FastAPI Flask REST API

Data & Retrieval

PostgreSQL Vector Search Pandas NumPy

Frontend & Product Prototyping

JavaScript HTML5 CSS3 UI/UX

Cloud & Infrastructure

AWS Azure Google Cloud

Other Languages & Experience

C# Java Kotlin

📫 Contact

Email LinkedIn

Pinned Loading

  1. LLM-AIOps LLM-AIOps Public

    LLM-AIOps is an intelligent agent for IT operations and knowledge retrieval, transforming natural language into actionable IT commands. It streamlines infrastructure management, enhances proactive …

    Jupyter Notebook 4 1

  2. LLM-SLA LLM-SLA Public

    LLM-SLA is an app for managing and testing AI services using Playwright for automation, featuring a flexible, user-friendly Flask interface.

    Python

  3. AiChatBot AiChatBot Public

    AiChatBot is a versatile AI-powered chatbot framework that leverages LINE Message API, ChatGPT, and Azure Functions. It can be adapted for various domains, such as misinformation debunking and busi…

    Python 2

  4. Speech2Summarize Speech2Summarize Public

    Speech to Summarize is an application based on speech-to-text technology, designed to assist with document processing through audio handling and text generation.

    HTML

  5. SSL-test-tool SSL-test-tool Public

    A command-line tool for testing website SSL/TLS configurations. This tool checks various security parameters including TLS version support, SSL certificate validity, cipher suites, and more.

    Python

  6. CourseAutomator CourseAutomator Public

    CourseAutomator is a Python bot that automates the process of adding and dropping courses for Tamkang University students using Selenium to interact with the university's course selection system, i…

    Python