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Why This Template Works
This resume format works well for ATS because it includes relevant keywords such as 'AI Ethics', 'Governance Specialist', and 'Engineering Student'. The structured layout with clear sections like 'Professional Summary' and 'Technical Skills' ensures that the most important information is easily accessible to both human reviewers and automated systems. Additionally, including links to professional platforms like LinkedIn and GitHub enhances credibility and provides evidence of technical proficiency.
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How to Write This Resume
Expert guidelines and best practices for each section of your resume.
Contact
First Name Last Name City, State, Zip Code Phone Number | Email Address LinkedIn Profile URL | Portfolio URL (Optional)
General Guidelines
Your contact information is the first section recruiters see. Keep it concise and professional. Ensure your email address is appropriate (e.g., [email protected]). Include your LinkedIn profile for a comprehensive view of your professional journey. A portfolio or personal website is recommended for creative, technical, or design roles.
Do not include your full physical address (street number/name) for privacy reasons. Avoid including personal details like marital status, age, photo, or social security number unless specifically required in your country. Don't use unprofessional email addresses.
Real Examples
See clear examples of how to format contact details effectively.
John Doe 1234 Random St, Apt 56 New York, NY 10001 [email protected] github.com/aliciacode Single, 28 years old
John Doe New York, NY (555) 123-4567 | [email protected] linkedin.com/in/johndoe | github.com/johndoe | johndoe.dev
Quick Tips
- Use a professional email address (firstname.lastname format)
- Ensure your voicemail is set up and professional
- Double-check your phone number and email for typos
- Make your LinkedIn URL custom (linkedin.com/in/yourname)
- Include GitHub link for developer roles
Summary
Professional Title Result-oriented [Role Name] with [Number] years of experience in [Key Skills/Industries]. Proven track record of [Major Achievement]. Skilled in [Key Technologies/Skills]. Committed to delivering [Specific Value] for [Target Industry/Company type].
General Guidelines
A professional summary is your elevator pitch. It should be 3-5 sentences long, summarizing your experience, key skills, and major achievements. Tailor it to the job description by using relevant keywords. Focus on what makes you unique and the value you bring to potential employers.
Avoid generic objectives like 'Looking for a challenging role to grow my skills.' Recruiters want to know what value you bring to them, not what you want from them. Don't use first-person pronouns (I, me, my). Keep it concise and impactful.
Real Examples
Compare a weak objective with a strong professional summary.
Objective: I am a hard-working individual looking for a Engineering Student position where I can learn new things and advance my career.
Computer engineering student focused on software internships, AI ethics, and privacy-aware machine learning projects. Builds Python and TensorFlow prototypes, documents data-handling risks, and turns academic research into clear engineering recommendations. Comfortable collaborating with research teams, reviewing technical requirements, and explaining complex tradeoffs to non-specialist stakeholders.
Quick Tips
- Quantify achievements where possible (e.g., 'Increased revenue by 20%')
- Keep it under 5 lines for readability
- Use strong action verbs to start sentences
- Tailor the summary to match the job description
Skills
Technical Skills - Languages: [List] - Frameworks: [List] - Tools: [List] Soft Skills - [Skill 1], [Skill 2], [Skill 3]
General Guidelines
Group your skills logically (e.g., Languages, Frameworks, Tools). Focus on hard skills relevant to the job. List skills in order of proficiency or relevance. Soft skills are better demonstrated through bullet points in your experience section rather than a bare list.
Do not list skills you are not comfortable using in an interview. Avoid using progress bars or percentages to rate your skills (e.g., "Java: 80%"). Do not include outdated technologies unless specifically required.
Real Examples
Python, Java, JavaScript; C++, SQL
- Languages: Python, Java - Frameworks: TensorFlow, PyTorch - Tools: Git, Docker
Quick Tips
- List your technical skills under clear headings such as Programming Languages, Frameworks, and Tools.
- Prioritize soft skills in your experience section with examples of how you applied them in real situations.
- Avoid listing soft skills like 'Team Player' or 'Problem Solver' without context. Instead, describe specific instances where these traits helped you solve problems or work effectively in a team.
- Ensure that the listed technical skills are relevant to the job description and reflect your current proficiency.
Experience
Job Title | Company Name | Location Month Year – Month Year - Action Verb + Context + Result (Quantified) - Led [Project] resulting in [Outcome]... - Collaborated with [Team] to implement [Feature]...
General Guidelines
This is the core of your resume. Use reverse-chronological order (most recent first). Start each bullet with a strong action verb. Focus on achievements and impact, not just duties. Use numbers to quantify your impact (dollars, percentages, time saved, users affected). Show progression and increasing responsibility.
Avoid passive language like "Responsible for..." or "Tasked with...". Don't list every single daily task; focus on significant contributions and measurable outcomes. Avoid jargon that recruiters outside your field won't understand.
Real Examples
Practical example showing do's and don'ts for experiences
Participated in the development of an AI ethics framework, which helped reduce privacy breaches.
Coordinated a 3-person student team to draft an AI ethics review checklist for a healthcare prototype, covering data consent, model limitations, and escalation steps.
Worked on creating a compliance checklist for AI projects.
Created an AI project compliance checklist that mapped data privacy, security, and review requirements into practical steps for student research teams.
Quick Tips
- Use strong action verbs at the beginning of each bullet point (e.g., 'Led', 'Developed', 'Optimized').
- Quantify your achievements whenever possible with percentages or specific numbers.
- Avoid vague statements and instead provide concrete examples of projects you completed and their outcomes.
- Showcase leadership roles, even in academic settings like research labs or student groups.
Education
Degree Name | University Name | Location Month Year – Month Year - Relevant Coursework: [Course 1], [Course 2] - Honors/Awards: [Award Name] - GPA: X.X (if above 3.5)
General Guidelines
List your highest degree first. If you have significant work experience, keep the education section brief. Include your GPA only if it is above 3.5 or if you are a recent graduate. Highlight relevant coursework, academic projects, honors, or leadership roles.
Do not include high school details if you have a college degree. Avoid listing every single course you took; select only the most relevant ones. Don't include graduation dates from decades ago if age discrimination is a concern in your field.
Real Examples
Practical example showing do's and don'ts for educations
Bachelor of Science, Computer Engineering | San Francisco State University September 2019 – May 2023 - Courses: Calculus I, II & III; English Composition; Introduction to Chemistry; - GPA: 3.8
Bachelor of Science in Computer Engineering | California Institute of Technology | San Francisco, CA September 2023 – May 2027 - Relevant Coursework: Machine Learning, Data Security & Privacy, Algorithm Design, Ethics in Technology
Quick Tips
- Highlight relevant coursework directly related to the position you are applying for.
- Include any notable honors or awards received during your studies if they showcase significant achievement.
- If your GPA is above 3.5 and relevant, include it to strengthen your application; otherwise, focus on other achievements.
- Mention any projects or research completed in a relevant field to demonstrate practical experience.
Projects
Project Name | Technologies Used - Briefly describe what you built and its purpose - Highlight a specific technical challenge you solved - Link to GitHub or live demo if available
General Guidelines
Projects are excellent for demonstrating practical skills, especially if you lack work experience or are changing careers. Include a link to the GitHub repo or live demo if possible. Focus on projects that show problem-solving skills and relevant technologies for the target role.
Don't include trivial tutorials unless you significantly expanded on them. Avoid projects that are outdated, incomplete, or irrelevant to the role you're applying for. Don't just list technologies—explain what you built and why it matters.
Real Examples
Practical example showing do's and don'ts for projects
Developed a basic calculator using HTML, CSS, and JavaScript. The calculator performs addition, subtraction, multiplication, and division of two numbers.
Created a React and Node.js web app that helps compare model outputs for potential bias patterns and explains findings in plain language for reviewers.
Quick Tips
- Describe projects concisely but thoroughly, emphasizing the problem you solved or the impact your project had.
- Always provide a clear link to GitHub repositories or live demo sites so recruiters can see your work firsthand.
- Choose projects that highlight unique skills and experiences relevant to your target role in AI ethics and governance.
- Include metrics or results when possible (e.g., reduced risk by 70%, improved performance by 30%) to quantify the impact of your contributions.
Frequently Asked Questions
Common questions about this role and how to best present it on your resume.
Include relevant coursework, technical projects, internships, research work, programming languages, tools, and clear examples of how you solved engineering problems.
Use projects and research as proof of ability. Explain what you built, which tools you used, what constraints you handled, and what changed because of your work.
Yes, when it fits the target role. Pair coursework with projects, documentation, or prototypes so recruiters can see practical application rather than a keyword list.
Most engineering students should use one page. Prioritize recent coursework, internships, technical projects, and skills that match the job description.
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