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Project N°02: Case study

JobedgeAi®

AI Interview Preparation Platform

Visit live product
JobedgeAi product visual
Client

ManyTek International

Release Date

June 2026

Role

Full-stack Product Build

Stack

Laravel · PHP · Postgres

Introduction

Explain real experience clearly — without inventing a story.

JobedgeAi is an interview preparation platform that helps people practice explaining their real experience clearly. We designed and engineered the product end-to-end — from Laravel/PHP and PostgreSQL backends to the HTML/CSS front end and Python-assisted AI practice flows.

  • Live Product at jobedgeai.com
  • 4 Core prep modules
  • 4 Subscription tiers

Gallery

JobedgeAi interview preparation product
JobedgeAi mobile app navigation
JobedgeAi mobile sign in screen
JobedgeAi desktop sign in experience
JobedgeAi mobile landing screen

Process

From opportunity context to focused practice

  1. 01

    Discovery

    Mapped job-seeker workflows, interview anxiety points, and truthful-prep principles so AI never invents unsupported claims.

  2. 02

    Product design

    Defined practice flows, résumé comparison, STAR story bank, and optional Career Plus coaching paths.

  3. 03

    Engineering

    Built on Laravel/PHP with PostgreSQL, HTML/CSS UI, and Python-assisted AI feedback for role-specific interview practice.

  4. 04

    Launch

    Shipped Explorer, Professional, and Career Plus plans live at jobedgeai.com in June 2026.

JobedgeAi preparation experience
JobedgeAi helps people practice explaining what they have actually done — with AI-assisted feedback they can review, keep, or discard. Recommendations may be incomplete; the candidate stays in control.

Product principle

JobedgeAi · Truthful preparation

Solution & Outcome

01. The Solution

A focused preparation platform

We shipped a full SaaS stack: role-context intake, AI mock interviews, résumé/role comparison, STAR story bank, application tracking, and optional Microsoft Teams coaching for Career Plus members.

  • Laravel / PHP application with PostgreSQL data layer
  • HTML / CSS product UI for practice and progress
  • Python-assisted AI interview feedback loops
  • Explorer, Professional, and Career Plus pricing
02. Outcome

Live product, ready for real candidates

JobedgeAi launched as a live preparation product at jobedgeai.com. Candidates can practice role-specific interviews, strengthen résumés responsibly, and request coaching when their plan includes it — without fabricating experience.

  • Public launch at jobedgeai.com (June 2026)
  • AI practice + résumé tools grounded in user input
  • Human coaching path via Microsoft Teams
  • Stack: Laravel, PHP, HTML/CSS, Python, PostgreSQL
JobedgeAi platform visual