# Pathwise 🔮

> Source: <https://dev.to/ursarthak_11/pathwise-56bg>
> Published: 2026-10-05 07:08:48+00:00

*This is a submission for the [Hacktoberfest Weekend Challenge: Build for a Friend](https://dev.to/challenges/hacktoberfest-weekend-2026-10-01)*

**Pathwise** is an AI-powered career decision platform designed specifically for my friend who is currently struggling with severe post-graduation career paralysis. 

Instead of traditional, static career counseling that leaves them anxious, Pathwise acts as a **"Future Me Simulator."** It takes their skills, interests, and industry trends to simulate concrete outcomes for different career paths. It breaks down their long-term goals into visual **Risk Radars**, actionable 5-year **Project Roadmaps**, and **Confidence Scores**—all presented in a clean Bento-grid dashboard to turn abstract career anxiety into actionable clarity. 

**Live Demo:** [https://pathwise-cl9l.onrender.com](https://dev.toh)*

{[https://github.com/ursarthak001/PATHWISE](https://github.com/ursarthak001/PATHWISE)}

I built the entire application using open-source tools and open-weight models:

Open innovation was absolutely critical to this project because **career aspirations and anxieties are highly personal**. By building on open-weight models like **Gemma**, I wasn't locked into expensive, opaque proprietary APIs that might quietly ingest my friend's vulnerable data. 

Furthermore, the open-source ecosystem—from Python's robust libraries to the accessible Hugging Face hub—allowed me to build, iterate, and deploy a professional-grade AI application over a single weekend **without spending a dime on enterprise software**. Open innovation democratizes the ability to solve hyper-specific, personal problems using world-class intelligence.

Throughout this time-crunched weekend, I heavily utilized my local AI agent to troubleshoot localhost connection errors, bypass terminal Git issues via GitHub Desktop, and successfully deploy the repository securely to the cloud before the deadline.