# IT Skill Meter

> Role-specific interview practice with AI questions, spoken answers, and feedback, built as an earlier Compfest team collaboration.

Practice the interview. Learn from the feedback.

- URL: https://weaveward.com/work/it-skill-meter-ai-interview-practice
- Stage: Prototype
- Year: 2024
- Industry: Education & careers
- Context: Previous team project · Compfest Letsgo123
- Capabilities: AI solutions, Web apps
- Technologies: Next.js, TypeScript, FastAPI, LangChain, Ollama, Llama, Chroma, Supabase, PostgreSQL, Web Speech API

## The challenge

An interview is a skill worth practising. IT Skill Meter gives technology graduates a place to rehearse role-specific questions, try spoken responses, and review feedback before a real hiring conversation.

## A previous team collaboration

This is an earlier Compfest Letsgo123 project, with Riandra Diva Auzan credited alongside his teammates in the public repository. It is included as prior collaborative work, rather than a commissioned Weaveward client project.

## What the team built

- **Interview practice.** An AI-assisted question and answer experience organised around technology roles
- **Spoken interaction.** Speech recognition and speech playback support a conversational practice flow
- **Feedback and next steps.** The project brief describes skills feedback and recommendations for further learning
- **Retrieval-backed context.** A separate Python service combines a language model with Chroma retrieval; a companion crawler collects technology-roadmap material

## How it works

### Three public repositories

The public code spans three repositories: the Next.js and Supabase web application, a FastAPI and LangChain retrieval service using local Ollama models, and a JavaScript data collection tool. This separates the interview experience from knowledge retrieval and ingestion.

## Current stage

The hosted web page is accessible, and the public source documents the prototype. We have not verified a complete live interview, provider connectivity, or feedback quality in this review. AI feedback is a practice aid; it is not an accredited assessment or a hiring decision.

## Explore the project

[Open the hosted web page](https://cfletsgo123.netlify.app/) · [Web application and team credits](https://github.com/compfest-letsgo123/it-skill-meter) · [Retrieval service](https://github.com/compfest-letsgo123/rag-it-skill-meter) · [Data collection](https://github.com/compfest-letsgo123/webcrawler-it-skill-meter)

## Where this fits

For a grounded assistant or learning product of your own, explore our [AI solutions](/services/ai-solutions) and [web apps](/services/web-apps), or [start a conversation](/contact).