Resume, Internships & Interviews with AI

The internship market is brutally competitive. You are competing with hundreds of students who have similar GPAs, similar courses, and similar generic cover letters. AI levels the playing field — if you use it as more than a "rewrite my resume" button.

This lesson teaches the full job-hunt workflow: tailoring a resume to a specific listing, writing cold-outreach messages that actually get replies, and rehearsing interviews with an AI playing a hiring manager.

What You'll Learn

• How to tailor your resume to a specific job listing in 5 minutes
• How to write cover letters that don't sound like every other applicant's
• How to find alumni and write cold outreach that gets a reply
• How to rehearse for behavioral, technical, and case interviews with AI

Step 1 — Build Your Master Resume First

Before you tailor anything, you need a comprehensive master resume — every project, club, internship, course, and achievement on one document. This is for your eyes only. It's the source AI will use to tailor versions for each application.

Drop your existing resume into AI:

[Paste study context.] Here is my current resume. Help me build a "master resume" — a longer, comprehensive version with everything I've ever done. For each entry, suggest the strongest 2-3 bullet points using the STAR framework (Situation, Task, Action, Result), with concrete numbers wherever I can find them. If I'm missing numbers, ask me what I could plausibly add.

The output is your superset. From now on, every job application is a 5-minute tailoring exercise.

Step 2 — Tailor for a Specific Job

Find an internship listing. Paste it into AI alongside your master resume:

Below is a job listing and my master resume. Tailor a 1-page version of my resume specifically for this job:

1. Identify the 8-10 keywords from the listing that should appear in my resume (for ATS matching).
2. Suggest which experiences to keep, demote, or cut.
3. Rewrite each kept bullet to highlight the relevance to this role, using the listing's vocabulary where genuine.
4. Flag any honesty risks — places where I'd be overstating.
5. Output the final tailored resume in clean text.

Listing: [paste]

Master resume: [paste]

The output is a focused, ATS-friendly resume in 5 minutes. Edit it for honesty and your own voice, then ship it.

Step 3 — Write a Cover Letter That Doesn't Suck

Most cover letters are bad. AI can help you skip the worst patterns.

Write a 250-word cover letter for the job above. Rules:

• Open with a specific hook — something I genuinely admire about this company or a specific reason I'd be effective in this role. NOT "I am writing to apply for..."
• One paragraph showing how my [specific past experience] maps to one core requirement of the listing
• One paragraph showing curiosity or insight about the company's work
• Close with a confident, specific request for a conversation
• Tone: professional but human. NOT corporate.
• Avoid every cliché ("self-starter," "team player," "passionate about...")

You will get a draft that already beats 90% of what hiring managers see. Read it aloud. Edit for your voice. Add a personal sentence somewhere that AI couldn't have written.

Step 4 — Cold Outreach to Alumni

The single fastest way to land an internship is a referral from someone already at the company. LinkedIn lets you find alumni who work where you want to work.

Help me draft a 100-word LinkedIn message to an alum at [company]. Their background: [paste their LinkedIn summary]. My background: [3-5 bullet points]. Goals: get a 15-minute virtual coffee chat to ask about their path. Rules:

• Open with a specific reason I reached out (not generic)
• Mention one concrete thing from their profile that resonates
• Ask for 15 minutes, propose two specific times
• Don't ask for a job — ask for advice
• Make it easy to say yes

Send 5-10 of these per week if you're seriously job-hunting. Reply rates are typically 20-30% if the message is specific and short.

Step 5 — Interview Preparation

Behavioral Interviews

Generate 15 likely behavioral interview questions for a [job title] internship at [company type]. For each:

1. Identify the underlying trait the interviewer is testing
2. Suggest 2-3 stories from my background (here is my master resume) that would answer it well
3. Give a model 90-second answer using the STAR framework

Memorize 5-7 well-crafted stories. They will cover 80% of behavioral questions.

Technical Interviews

I have a technical interview for a [role] position. Coach me through 5 [technical questions / coding problems / case questions] at the difficulty I should expect. Walk me through each one — let me think first, then check my approach.

This is the same "coach me" pattern from the math/coding lesson. Apply it relentlessly.

Case Interviews (Consulting / Strategy)

Run me through a case interview. Pick a market-sizing or profitability case at the level expected for a [year] undergrad. Don't give me the answer — guide me through the structuring, the calculations, and the conclusion. Critique me harshly at the end.

Two or three case sessions with AI per week dramatically improve readiness.

Live Interview Rehearsal

Roleplay a 20-minute behavioral interview for [job]. Ask me one question at a time. After each of my answers, give me a quick score and one specific improvement. At the end, give me a full debrief.

Run this 3-5 times before any major interview. You will walk in noticeably more confident.

Step 6 — Negotiating Offers

When you get an offer, don't accept the first number.

I just received an offer for a [role] internship at [company] in [city] for [pay/stipend]. Help me research:

1. Whether this is at, above, or below market for similar roles in this location
2. The non-salary points I should also negotiate (housing stipend, signing bonus, start date, mentor assignment)
3. A polite, confident negotiation script asking for [target raise]
4. How to handle the most likely pushbacks

Use Perplexity for the salary research (real, sourced data). Then have ChatGPT or Claude draft the script.

Key Takeaways

• Build a master resume once, then tailor a 1-page version per application in 5 minutes.
• Cover letters: avoid clichés, lead with a specific hook, end with a confident ask.
• LinkedIn cold outreach to alumni gets 20-30% reply rates if it's short, specific, and asks for advice (not a job).
• Use AI as your interviewer for behavioral, technical, and case practice. Run live rehearsals before any major interview.
• AI helps you research market salary, non-salary points, and negotiation scripts when an offer comes.
• Mention this course's free certificate and any AI fluency on your LinkedIn — it's a real differentiator in 2026.