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- ---
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- title: Rejected Before Applying
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- emoji: πŸŒ–
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- colorFrom: red
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- colorTo: green
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- sdk: gradio
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- sdk_version: 6.18.0
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- python_version: '3.13'
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- app_file: app.py
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- pinned: false
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- short_description: A rejection ex[plained
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- ---
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-
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- Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ # πŸ’” Rejected Before Applying
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+
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+ Find out exactly why your resume won't make it β€” before you waste the application.
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+
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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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+
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+ ## What It Does
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+
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+ A two-layer pipeline that reads your resume the way a hiring manager actually does.
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+
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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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+
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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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+
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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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+
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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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+
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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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+
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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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+
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+ Built for the Hugging Face Build Small Hackathon.