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EdTech2024

CodeBud & ATS Platform

Adaptive assessment + hiring automation on one platform.

01 · Problem

What wasn't working

Training partners juggled disconnected assessment tools and ATS systems, losing visibility across the learner-to-hire funnel.

02 · Solution

How we approached it

A single platform that scores candidates through adaptive technical evaluations and routes them into downstream hiring workflows — with shared telemetry throughout.

03 · System Design

Architecture &
key features.

Architecture

  • Next.js 15 app router + server actions
  • Postgres + Drizzle ORM with row-level auth
  • Adaptive scoring engine (Rust-backed)
  • Event-driven ATS sync (webhooks + queues)

Features

  • Adaptive skill assessments
  • Unified candidate profile
  • ATS pipeline sync
  • Partner analytics dashboard
  • Bias-aware shortlisting
  • SSO for institutions

04 · Results

Numbers measured in production, not on a pitch deck.

98%

Operational efficiency

3×

Faster evaluation cycle

40%

Faster time-to-hire

Next project

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