• 3–4 sentences maximum
• Mention years of experience and key skills
• Include 1 measurable achievement
• Tailor to the role you're applying for

• Start each bullet with a strong action verb
• Add measurable results wherever possible
• Most recent job first (reverse chronological)

• Include GPA only if 3.5+ or equivalent
• Add relevant coursework if you're early career
• Honours, distinctions, and awards are worth mentioning

• Aim for 10–15 skills
• Mix technical skills, tools, and soft skills
• Mirror keywords from the job description
• Avoid vague skills like "team player" — be specific

• Focus on impact and technologies used
• Link to GitHub or live demo if available
• Include projects that are relevant to the role

This section is optional — skip if not applicable.

• Include the issuing organisation and year
• Only list certifications relevant to your target role
• Industry-recognised certs (AWS, Google, PMP) carry weight

This section is optional — skip if not applicable.