Mohsin Nawaz®
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Auto Screener Agent

"Hire Smarter, Not Harder" — an AI resume-screening agent that reads, scores and shortlists candidates, and drafts rejection emails for the rest. Built and deployed solo.

SoloAI AgentPython · LLMGCP VM
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Auto Screener Agent
The problem

Screening resumes by hand doesn't scale: every open role means hours of manual reading, inconsistent scoring between reviewers, and slow, awkward rejection emails that pile up.

The approach

Built an end-to-end AI agent, live at screener.mohsinnawaz.one under the tagline "Hire Smarter, Not Harder": it ingests resumes, scores each candidate against the role's real criteria using an LLM pipeline, ranks a shortlist, and drafts personalized rejection emails for the rest — deployed and operated solo on a GCP VM.

Role
Solo — product, backend, prompt engineering, deployment
Timeline
Live
Stack
Python, LLM APIs, FastAPI, GCP Compute Engine
Outcome

Live in production, responding in well under a second server-side. Turns a multi-hour manual screening pass into a scored, ranked shortlist with consistent criteria instead of ad hoc per-reviewer judgment calls.