AI Product Engineer · Student Career Tools

Three focused tools for student job applications.

Resume, job description, and cover letter tools.

Start with AI Resume Feedback, then explore the job description and cover letter tools below.

Featured tool

AI Resume Feedback Tool

The AI Resume Feedback Tool is included here as a separate spotlight card so users can immediately find where to paste their experience and get rewrite ideas, a score, and a prioritized fix list.

Included as the first featured tool on the page.
Paste resume bullets and get instant structured feedback.
See what is already working before reviewing fixes.
Jump directly to the interactive AI Resume Feedback demo below.

Quick resume input

Paste resume bullets here to review them from the top of the page.

Jump to full resume section

Go to the tools Jump to job description tool

AI Resume Feedback Tool AI Job Description Translator AI Cover Letter Feedback

Proof

Projects built around real student problems

Only the three requested projects are included below, each with project details and an interactive input area.

Start here

Resume

AI Resume Feedback Tool

AI reviewer that upgrades student resumes for internship relevance and clarity.

Source project details

React OpenAI API Prompt Templates Evaluation Rubric Deployed Prototype

Overview

Quick overview

A short summary of what this tool does.

Helps students turn weak resume bullets into clearer, stronger statements.
Looks at a target role and suggests more relevant wording.
Returns a score, rewrite ideas, and the next fixes to make.

Demo

Interactive Demo

AI Resume Feedback demo with one input and one quick result.

Paste a resume and get AI resume feedback with scores, rewrite ideas, and next steps.

Resume

Paste a few resume bullets, then press Command/Ctrl + Enter to get feedback.

Run the AI Resume Feedback demo to see a score, rewrite suggestions, and a prioritized fix list.

Interpretation

AI Job Description Translator

Translates dense job postings into clear student-ready requirements and action plans.

Source project details

React Gemini API Classification Prompts Structured JSON Output Action-Plan Workflow

Overview

Quick overview

A short summary of what this tool does.

Breaks down dense job postings into simpler language.
Highlights key skills and what the student should prove.
Gives a short action plan for what to work on next.

Demo

Interactive Demo

One input, one quick result.

Paste a job description and get a simpler breakdown.

Job description

Paste a job description, then press Enter to see a clearer breakdown.

Run the demo to see role highlights, a plain-language summary, and a short prep plan.

Cover Letter

AI Cover Letter Feedback

Improves cover letters using role-specific context, clearer evidence, and student-friendly revision guidance.

Source project details

React OpenAI API Response Scoring Rubric Grounding Checks Deployed Prototype

Overview

Quick overview

A short summary of what this tool does.

Improves cover letters that sound too generic.
Uses job context and resume evidence to make the writing stronger.
Returns a score, short notes, and a cleaner rewritten paragraph.

Demo

Interactive Demo

One input, one quick result.

Paste your cover letter and get a simpler, stronger version.

Cover letter

Paste a draft, then press Command/Ctrl + Enter to get revision feedback.

Run the demo to see clarity notes, a relevance score, and a revised version of the cover letter.