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How it works

From signals to a shortlist.

1

Connect

Pull in GitHub, GitLab, LinkedIn and portfolios.

AS

Aarav Sharma

Software Engineer

2

Analyze & match

Score real work against what the role needs.

Backend Engineer

Python · AWS · Distributed Systems

Role match

86

  • Technical skills

  • Project depth

  • Open source

  • Experience

3

Assess & interview

Live coding, system design and an AI interview.

CodingSystem designAI interview
42:17
1from fastapi import FastAPI, HTTPException
2
3app = FastAPI()
4
5@app.get("/users/{user_id}")
6async def get_user(user_id: int):
7 user = await db.fetch_user(user_id)
8 if user is None:
9 raise HTTPException(404, "Not found")
10 return user
4

Get a shortlist

A ranked list with evidence behind every name.

  • AS

    Aarav Sharma

    86
  • PN

    Priya Nair

    78
  • RM

    Rohan Mehta

    74
Early access · 2026

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