AI for Careers and Freelancing: Resumes, Interviews and Client Proposals

Use AI to present your real skills better without exaggerating or inventing anything.

• What employers and clients expect: honesty and your own voice
• What you may use AI for and where it can hurt you
• Never fake experience, degrees, projects or references
• Privacy: remove phone, address, ID numbers and employer secrets before pasting
• Adults only: Claude and similar tools have age rules, so check each tool's own terms

Practice: Write your own 'true facts' list: your real skills, projects, tools and results

Make your resume and LinkedIn clearer, specific and truthful.

• Turning duties into achievements without inventing numbers
• Matching keywords to a job description honestly
• Resume layout and readability for human readers and tracking systems
• LinkedIn headline, About section and skills
• Checking every line is true and you can explain it

Practice: A new resume version and a rewritten LinkedIn About section, both checked line by line

Explain your projects so people understand what you did and why it matters.

• Project write-ups: problem, what you did, tools, result, what you learned
• GitHub README basics and portfolio pages
• Screenshots and short demo scripts
• Being clear about what AI helped you with
• Asking for feedback from a stranger's viewpoint

ClaudeGitHub

Practice: Write up two projects in portfolio style

Write short, specific applications that sound like you.

• Reading a job description: skills, tools, responsibilities
• Cover letter structure: why this role, what you offer, one proof
• Sharing your own writing samples to keep your voice
• Cold emails and follow-ups
• Tracking applications in a simple sheet

Practice: Two tailored cover letters and a tracking sheet for ten applications

Practise answers out loud and improve them with feedback.

• Common questions: tell me about yourself, strengths, projects, teamwork
• The STAR method for stories
• Mock interviews with Claude playing the interviewer
• Feedback on clarity, length and confidence
• Technical interviews: explain, do not memorise AI answers
• Handling gaps and tough questions honestly

Practice: Three mock interviews, with a list of what you improved

Find your niche, understand a client and write a clear proposal.

• Choosing services you can actually deliver
• Researching a client's business and checking facts on their real website
• Proposal structure: problem, solution, scope, timeline, next step
• Setting expectations, revisions and communication
• Contracts, taxes and legal questions: prepare questions for a professional, never rely on AI alone
• Avoiding scams and fake job offers

Practice: One client proposal for a realistic practice client and a short market note with sources