My AI resume chatbot

Architecture

Tech stacks

1. AWS API Gatway
2. AWS Step Functions
3. AWS Lambda
4. AWS DynamoDB
5. AWS Bedrock
6. AWS EventBridge Scheduler
7. AWS S3
8. AWS Cloudformation
9. Line Messaging API

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

Screenshots