My AI Resume Chatbot | Joey Huang - Full-Stack Developer

My AI resume chatbot

Architecture:

Tech stacks:
技術內容:

AWS API Gatway
AWS Step Functions
AWS Lambda
AWS DynamoDB
AWS Bedrock
AWS EventBridge Scheduler
AWS S3
AWS Cloudformation
Line Messaging API

ai_resume_chatbot_architecture_diagram — AI Resume Chatbot Architecture Diagram
AI小秘技術架構圖

Inspiration:

I discovered that people in Taiwan use the Line Chat app a lot. Line also provides chatbot features for businesses, which I found very useful. Overall, I think Line is a great platform, especially for chatting.

Recently, I have been studying AI-related topics such as Retrieval-Augmented Generation (RAG) and prompt engineering techniques like zero-shot, one-shot, and few-shot prompting. My goal was to pass the AWS Certified AI Practitioner exam, and I am happy to say that I have achieved that and received the badge.

Now, I want to apply what I have learned by building a simple AI resume agent that can answer questions about me. I have added my job information and used few-shot prompts to guide the AI's responses. I believe this is a valuable practice to validate and reinforce my AI knowledge.

Demo:

Line AI Resume Chatbot ID:@274bmilf

Line AI Resume Chatbot Name: Joey AI 小秘