> cat ~/artifacts/cv-agent-chatbot/README.md

CV Agent Chatbot

Completed

Interactive resume showcase built with n8n, demonstrating rapid AI development capabilities.

Date

2024-01

Duration

2 weeks

Team

solo

Difficulty

medium

Project Story

Instead of a static resume presentation, I created an interactive conversation with an AI assistant that knows my experience, skills, and projects.

The key learning was context management and data structure quality. Better structured data gave more accurate answers and a stronger user experience.

Tech Stack

n8nOpenAI APIHTML/CSS/JSWorkflow AutomationJSON

Key Features

Natural conversation interface

Knowledge base grounded in real projects

Real-time response generation

Code and project examples

Skills-focused question answering

Challenges Faced

Context window limits

Maintaining context between requests

Balancing answer detail and response length

n8n is highly effective for rapid prototyping

Context window strategy is critical

Structured source data improves AI quality

Error handling builds trust in AI UX

Outfit assistant using image generation models. Uses MacBook Air M1 instead of GPU.

Speech-to-Markdown using LLM and Whisper

RAG application using vector embeddings with OpenAI embeddings and FAISS for search

If you want to build a practical AI feature like this in your product, reach out — I can help with architecture, prototyping, and delivery.