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by sreejasun - opened
README.md
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# π Rejected Before Applying
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Find out exactly why your resume won't make it β before you waste the application.
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## Links
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- Blog: https://huggingface.co/blog/build-small-hackathon/rejected-before-applying
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- LinkedIn: https://www.linkedin.com/posts/srirama-mallela-8b5317240_buildsmallhackathon-huggingface-gradio-share-7472438165082124288-ztM8
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## What It Does
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A two-layer pipeline that reads your resume the way a hiring manager actually does.
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Layer 1 β Deterministic Keyword Engine
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Scans resume and JD against 60 technical skills. Hard evidence, zero hallucination.
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Layer 2 β AI Hiring Manager Llama 3.1 8B
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Grounded in the keyword evidence, generates why you will be rejected, top 3 skill gaps, specific projects to build, a 30 day improvement plan, and 3 resume bullets to add after building those projects.
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## Input
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Resume and Job Description via paste or file upload (PDF, DOCX, TXT)
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## Output
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Evidence-based skill match score, full rejection diagnosis, 30-day action plan, resume fix bullets
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## Stack
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Model: meta-llama/Llama-3.1-8B-Instruct via HF Inference Router
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Keyword Engine: Deterministic regex over 60 technical skills
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UI: Gradio
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File parsing: pypdf and python-docx
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## Who This Is For
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MS students, new grads, career switchers, anyone tired of rejection silence
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Built for the Hugging Face Build Small Hackathon.
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