Resume sections · Updated October 2026
Projects on a Resume: How to List Them, With Examples and Ideas
Short answer
Add a Projects section when your projects prove skills your jobs do not, which is common for students, career changers and technical candidates. For each project give a title, your role, the tools used, dates and one to three bullets with results, plus a link to the code or live work. Keep two to five projects that match the posting.
Key takeaways
- Use projects to prove a requirement the rest of your resume cannot; skip any project that does not.
- Each entry needs a title, role, tools, date and result, formatted like a short job entry.
- Link the repo, demo or portfolio, and make sure what the link opens is clean, documented and yours.
- Students list class and capstone projects, then drop school projects after the first full-time role in the field.
- Project managers list projects inside each job by scope, budget, timeline and outcome.
When should you put projects on a resume?
Add projects when they prove something your job history cannot. PennWest's career center names the two most common cases: recent graduates, whose class, capstone or research projects show workplace skills, and career changers, whose side, freelance or volunteer projects show experience in the new field. Technical candidates at any level add a few when the work is public and relevant.
Be selective. The same PennWest guidance warns against dumping in every project you have touched: if a project does not prove a qualification the rest of your resume leaves unproven, it does not need a line. Two strong, relevant projects beat six tutorial exercises.
| Field | Project ideas | What it proves |
|---|---|---|
| Python | A script that automates a real chore (renaming files, tracking prices, sending a weekly report); a Flask or FastAPI app with tests | You can write, test and ship working code |
| Java | A Spring Boot REST API with a database and authentication; an Android app in a public test track | Object-oriented design and back-end fundamentals |
| Data science | An end-to-end analysis of public data you chose (city 311 calls, transit delays, local housing), from cleaning to a deployed dashboard | You can frame a question, clean messy data and explain results |
| AI and machine learning | A question-answering tool over a document set with a measured accuracy test; a fine-tuned classifier compared against a simple baseline | You can build with models and show whether they work |
| IT support | A home lab with Active Directory, group policy and a ticketing system; a documented backup and restore test | Hands-on admin skills beyond a certification exam |
| Web development | A deployed full-stack app with real users, even a small group such as a club's sign-up site | Front end, back end and deployment |
| Cybersecurity | Capture-the-flag write-ups; a home network with logging and alerting | Practical security thinking |
| Marketing | A campaign for a local business or club with before-and-after numbers | Strategy tied to results |
| Engineering | Competition or capstone team work (Baja SAE, concrete canoe, solar car) with your subsystem named | Design and analysis under real constraints |
| Business and finance | A valuation model of a public company; a case competition entry | Analysis and a clear recommendation |
Where does the projects section go on a resume?
Placement follows your experience level. Students put a capstone or major class project under Education or in an "Academic Projects" section right after it; Ohio State's career office suggests listing the title, course and semester and formatting each entry much like a job. Experienced candidates put work projects inside the job where they happened and add a "Selected Projects" section only for public, independent work.
Career changers can place a "Relevant Projects" section above their work history when the projects match the new field better than their jobs do. Put your GitHub or portfolio link in the header, next to your email and LinkedIn, so the reader sees it before reaching the section.
What should a project entry include?
Write each project as a short job entry. San Jose State University's iSchool advises giving each project a title and the year completed, marking unfinished work "in progress," and listing up to five showcase projects that demonstrate a variety of relevant skills.
Group projects count. Say how big the team was and which part was yours, because a reader assumes "built an app" means you built all of it, and the interview will test that.
- Title: a plain name that says what it is ("Transit delay predictor"), not a code name
- Context: course, client, employer, hackathon or personal
- Role and team size: "Solo" or "Team of 4, led the backend"
- Tools: languages, frameworks, software or equipment used
- Date: month and year, or "in progress"
- One to three bullets: the problem, what you built and a result (users, accuracy, speed, grade, award)
- A short link to the repo, demo or case study
How do you add a portfolio or GitHub link to a resume?
Put one link in your header and, if a project has its own demo, a short link on that project line. San Jose State's iSchool recommends short URLs; a readable path such as github.com/alexkim/transit-delays does the same job, works on a printed page and shows the reader where it leads.
Then check what the link opens. Pin your best four to six repositories, give each a README with a one-paragraph summary, setup steps and a screenshot, and archive half-finished tutorial clones. Designers, writers and architects should link a portfolio of case studies that show the problem, the process and the finished work.
Your resume summarizes; your portfolio shows. The resume line says you redesigned a checkout flow and cut drop-off; the portfolio page shows the before and after screens and explains the decisions.
Should photos go on your resume or in your portfolio?
For U.S. jobs, keep your own photo off the resume and put photos of your work in the portfolio. The EEOC advises employers not to request applicant photographs before an offer, because a photo shows traits that cannot be part of a hiring decision, so a headshot adds nothing an employer can use.
Work photos are different. Photographers, designers, interior designers, architects, contractors and makeup artists should show finished work in a portfolio linked from the resume header. Actors and models attach a separate headshot, which is a convention of those fields. Some countries, such as Germany, still commonly expect a photo on a CV, so follow local norms when you apply abroad.
What projects should you put on a resume?
Pick projects that mirror the work in the posting. The table below gives ideas by field for Python, Java, data science, AI, IT and other roles. Whatever you build, show a result: users, accuracy against a baseline, time saved, money raised or a placement in a competition.
Avoid the projects every bootcamp and online course assigns, such as predicting Titanic survival or classifying the Iris dataset, unless you took them somewhere new. Reviewers have seen them many times. A smaller project on data you care about, with a clear question and an honest write-up of what did not work, is more convincing.
How do project managers and project engineers list projects?
If projects are your job, they belong in the experience section, not a side section. Under each role, describe your main projects by scope (budget, team size, duration), method (Agile, Scrum, waterfall, hybrid), tools (Jira, Smartsheet, Microsoft Project, Primavera P6) and outcome (on time, under budget, adoption). A senior project manager can add a "Selected Projects" list of three or four landmark projects.
Project engineers in construction should name the project type and value, the phases they covered (preconstruction, submittals, RFIs, closeout) and the software (Procore, Bluebeam, AutoCAD). Project management keywords worth mirroring from postings include stakeholder management, risk management, scope, schedule, budget, change control, vendor management and status reporting. List credentials you hold, such as the PMP or CAPM from the Project Management Institute or the Certified ScrumMaster from Scrum Alliance.
Project entry examples
Fictional people, employers and projects. Numbers are illustrations.
PROJECTS Transit Delay Predictor | Python, pandas, scikit-learn, Streamlit | Jan 2026 to Apr 2026 github.com/alexkim/transit-delays - Built a model predicting bus delays from 2 years of city open data (1.2M trip records) and weather feeds - Beat the schedule-only baseline by 23% in mean absolute error; deployed a public dashboard used by a campus commuter group
RELEVANT PROJECTS Restaurant Inspection Analysis | SQL, Tableau | 2025 - Joined 6 years of county inspection records with license data to flag repeat violators; published an interactive dashboard - Presented findings to a neighborhood association, which used them in a meeting with the county health department
Senior Project Manager | Northgate Logistics | Columbus, OH | 2021 to Present - Led a $3.1M warehouse management system rollout across 4 distribution centers (team of 18, 14 months); went live on schedule with no shipping downtime - Ran weekly risk reviews in Jira and Smartsheet, closing 41 of 44 logged risks before go-live
Senior Capstone: Automated Greenhouse Irrigation | Team of 5 | Sept 2025 to May 2026 - Designed the sensor and valve control circuit (Arduino, soil moisture probes, 12V solenoids) and wrote the control firmware in C++ - Cut water use 35% versus timer-based watering in a 10-week trial; placed 2nd of 22 teams at the college design expo
Project bullets: weak vs strong
Made a website using React.
Built and deployed a React and Firebase sign-up site for a 120-member running club, replacing a paper form; 95 members registered online in the first month.
Did a machine learning project on housing prices.
Predicted sale prices for 8,400 county home listings with gradient boosting (mean error $18,200 vs $31,000 for a linear baseline) and documented which features drove the remaining error.
Frequently asked questions
Should I put projects on my resume?
Yes, if they prove skills your work history does not, which is common for students, career changers and technical candidates. If your jobs already show the skills, put work projects inside those job entries instead of a separate section.
How many projects should I put on a resume?
Two to four is typical, and San Jose State's iSchool suggests no more than five showcase projects. Choose the ones closest to the job posting.
Can I put personal projects on my resume?
Yes. A personal project is as valid as a class or work project if it is relevant and you can explain it. Label it "Personal project" so the reader knows it was self-directed.
Where do I put my GitHub or portfolio link on my resume?
In the header next to your email, phone and LinkedIn, written as a short, readable URL. You can also add a link on an individual project line if it has its own demo.
Do group projects count on a resume?
Yes. State the team size and what you personally did, such as "Team of 4; built the payment API." Interviewers will ask about your part, so describe only work you did.
What are good AI projects to put on a resume?
Projects that build something useful with a model and measure it: a document question-answering tool with an accuracy test, a classifier compared against a baseline, or an automation that saves measurable time. Show the evaluation, not just the demo.
When should I take school projects off my resume?
Usually after your first full-time role in the field, as PennWest's career center suggests. Keep one if it is still your strongest proof of a skill the job needs, such as published research.
Related guides
Sources, checked 27 October 2026
We opened every page below on that date. Pay, rules and requirements change, so check the source before you rely on a detail.
- PennWest University Career Center: How and When to Include Projects on Your Resume (when to include projects, where to list them, entry contents, drop school projects after the first full-time role)
- San Jose State University School of Information: Building the Resume (title and year per project, "in progress", up to five showcase projects, short URLs)
- The Ohio State University, Arts and Sciences Career Success: Resumes and Cover Letters (Academic Projects section with title, course, semester and tools)
- U.S. Equal Employment Opportunity Commission: Prohibited Employment Policies/Practices (employers should not request applicant photographs before an offer)