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Mirwaise khan

• Aug 29

🚀 How I Solved the HR Resume Bottleneck with AI

Recruiters waste endless hours manually scanning hundreds of unformatted resumes, often missing strong candidates due to fatigue.

To solve this, I built an AI Resume Screening Agent that automates the heavy lifting:

Semantic Matching: Uses sentence embeddings to understand the true context of skills rather than relying on rigid keyword matching.

Instant Leaderboard: Automatically parses multiple PDF resumes, computes match scores, and ranks candidates from best to worst.

Actionable AI Feedback: Instantly generates structured breakdowns of candidate strengths, missing skill gaps, and hiring recommendations using the Groq API.

Workflow Efficiency: Condenses hours of sorting into seconds with a one-click CSV report export.

🛠 Tech Stack: Python, FastAPI, Groq, SentenceTransformers, Pandas, HTML/CSS.

Check the comments for the live public link to test it yourself! What tools do you use to speed up hiring?

Completed work

AI Development Business Ownership Co-Leadership FastAPI Python

Sujon Hossain

pro

• Nov 1

Designed an AI research workspace where the agent plans the work and fills a sheet with cited sources as it goes.

Same screen, two modes. Which one would you work in all day? 👀

saasdashboarddesign AI Agent Development UI Design Web Design Adobe After Effects Figma aisaasdesign

13 voted

72%

5 voted

28%

18 votes

Closed

Shakil Hosen

• Nov 1

Keeping the research plan and cited results side by side is a useful way to make the agent’s work easier to inspect. I’d lean toward light mode for reading the table in daylight. How do you distinguish a verified source from one that still needs review?

Andrew Fluegel

• Oct 30

FirstRound AI is a full-stack, AI-powered hiring and career development platform connecting employers and job seekers through intelligent automation.

Built with Base44, React, ElevenLabs, Tavus, and LLM integrations, it offers AI voice and video interviews, job discovery, candidate assessments, workforce training, and career simulations.

The platform unifies recruitment, applicant management, employer intelligence, and professional development into one scalable ecosystem.

Completed work