Job Tracker Automation

Job Tracker Automation

An end-to-end job-hunt automation platform: it **finds** relevant roles across the internet every hour, **scores** each one against your profile with an LLM, **tracks** everything you apply to, and **generates** tailored resumes, cover letters, and interview prep — all behind a private, single-page dashboard you can open from anywhere.

I built this because I hated last summer's internship hunt — hundreds of tabs, copy-pasting the same resume, missing postings because I saw them a day late. I wanted one place that did the finding, the tailoring, and the tracking for me, and that I could open from my phone, my school laptop, anywhere.

**My workflow, for integrity:** I keep a list of the specific companies and roles I genuinely want so I catch them on time — while it also surfaces strong new ones I'd have missed. Every match is triage, not a decision: I research each company myself, and I treat the generated resume/cover letter as a *baseline* I review and edit by hand. Nothing goes out that I haven't personally checked and made my own. The automation removes the busywork; the judgment and effort stay mine.

**Two deep-dives:**   **[How I built it (design decisions) →](docs/HOW_I_BUILT_IT.md)**  ·  **[Set it up yourself →](docs/SETUP.md)**

Preview

The dashboard (dark, Linear-inspired, installable as a PWA). Job/company data is blurred for privacy.

**Tracker** — every found role, **AI-matched on a 0–100 scale** and triaged into apply-now tiers (Top ≥85 / Recommended 70+ / For you 60+ / Take a look 50+), with an estimated **Pay** tier, tagged into a **multi-level category taxonomy** (a job can live in several categories at once). Star any role into **your own favorite buckets** ("Dream jobs", …). Filter with a **tri-state category tree**, a bucket viewer, and a **light/dark toggle**: