Live product ยท by Sellerium

Apply24 โ€” an AI copilot for job seekers, running in production

Apply24 is a Telegram & Bale bot that takes a job seeker from a photo of their resume to a tailored application: parsing, job matching, per-job resume tailoring, cover letters and interview preparation. It is the production system behind the screening suggestions sent to CodeMind AI.

Try the live bot โ€” Telegram See the CodeMind pipeline demo

๐Ÿ“„ Resume parsing โ€” incl. photos

PDF/DOCX text extraction with an OCR path for scanned or photographed resumes, normalized into a structured profile the user confirms before anything is generated.

๐ŸŽฏ Job matching & scoring

A matcher scores new postings against the profile and flags strong fits ("knockout" matches) the moment they appear โ€” the same verdict-and-evidence discipline CodeMind's ATS uses.

โœ๏ธ Tailoring & letters

Per-job tailored resumes and cover letters, generated from the confirmed profile only โ€” claims are checked against the source resume, never invented.

๐ŸŽค Interview prep & guidance

Practice interviews, scholarships and internships guidance, and visa-route explainers โ€” an end-to-end copilot across 26 fields of work.

Why it matters here: Apply24 serves Persian-speaking job seekers โ€” a different market from CodeMind's global platform, but the same engineering problems: parsing messy resumes, scoring fit with evidence, tailoring without hallucinating, and keeping model cost under control. Those lessons are exactly what the CodeMind review is built on.