Creating A Portfolio That Reflects Engineering Passion

Every month, I review close to a hundred CVs from undergraduates. And here’s something many people don’t realise about how I assess talent: I 𝗻𝗲𝘃𝗲𝗿 check the 𝘂𝗻𝗶𝘃𝗲𝗿𝘀𝗶𝘁𝘆. I 𝗻𝗲𝘃𝗲𝗿 check the 𝗵𝗼𝗺𝗲𝘁𝗼𝘄𝗻. I 𝗻𝗲𝘃𝗲𝗿 check the 𝘀𝗰𝗵𝗼𝗼𝗹. None of that tells me who you are as an engineer. The only thing that 𝗺𝗮𝘁𝘁𝗲𝗿𝘀 is your 𝗽𝗿𝗼𝗷𝗲𝗰𝘁𝘀—what you built, how you built it, and the 𝘁𝗲𝗰𝗵𝗻𝗼𝗹𝗼𝗴𝗶𝗲𝘀 you chose. And this is where most CVs fall apart. 98 out of 99 rely on the same platforms: Arduino and ESP32. Basic boards. Beginner-level constraints. Predictable outcomes. But when someone shows work with Raspberry Pi, Jetson Nano, STM boards, or any real microprocessor-level platform, the difference is immediate. These candidates think deeper. Build smarter. Push themselves beyond the tutorial stage. And they’re the ones who almost always earn an internship or a job with us. It’s not that 𝗔𝗿𝗱𝘂𝗶𝗻𝗼 𝗼𝗿 𝗘𝗦𝗣𝟯𝟮 𝗮𝗿𝗲 𝘄𝗿𝗼𝗻𝗴—𝘁𝗵𝗲𝘆’𝗿𝗲 𝘃𝗮𝗹𝘂𝗮𝗯𝗹𝗲 𝘀𝘁𝗮𝗿𝘁𝗶𝗻𝗴 𝗽𝗼𝗶𝗻𝘁𝘀. But that’s exactly what they are: starting points. The industry expects more now. Your 𝗽𝗼𝗿𝘁𝗳𝗼𝗹𝗶𝗼 𝗺𝘂𝘀𝘁 𝗿𝗲𝗳𝗹𝗲𝗰𝘁 𝗲𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴 𝗺𝗮𝘁𝘂𝗿𝗶𝘁𝘆, not just basic experimentation. If you want to 𝗿𝗶𝘀𝗲 𝗮𝗯𝗼𝘃𝗲 𝘁𝗵𝗲 𝗮𝘃𝗲𝗿𝗮𝗴𝗲 𝗮𝗽𝗽𝗹𝗶𝗰𝗮𝗻𝘁, move into platforms that mirror real product environments. Show that you understand complexity, scalability, and actual engineering constraints. Your projects define your trajectory. #EngineeringCareers #EmbeddedSystems #HardwareEngineering #STEMTalent #InnovationCulture #CareerLaunch

In my junior year of college, a Google recruiter told me that none of my portfolio projects stood out... I thought “building a portfolio” meant uploading a few code snippets and calling it a day... She showed me what real portfolios actually look like, and how top candidates quietly bypass the resume pile. Since then, I’ve helped thousands of students use this same system to land internships and New Grad offers at top AI companies. Here’s the play: 1. Pick a portfolio project that turns heads. Forget Titanic datasets and MNIST. Try one of these instead: - Fine-tune a real open-source LLM - Implement a research paper from scratch - Build a RAG pipeline with your own data These are what hiring managers actually get excited about. 2. Don’t just build, showcase it like a pro. Spin up a clean portfolio site (no need to code from scratch) And walk through: - Why you built it - The architecture and tradeoffs - What you learned Make it skimmable but technical. 3. Optimize for recruiters AND engineers. That means: Buzzwords for ATS ✅ GitHub links ✅ Clean formatting ✅ Deep README ✅ This is what I call your Second, Invisible Resume...it works for you even when you're not actively applying. 4. Stop cold applying. Start attracting. Once you’ve got the right project + positioning: - Turn it into a LinkedIn post - Add it to your profile - DM engineers at your dream companies It’s not about going viral... It’s about being impossible to ignore.

❌GitHub is not your portfolio. It’s your code dump. A portfolio is your story. When I ask engineers, “What have you worked on?” they usually send me their GitHub. That’s a start, but it’s not the finish line. This advice is for aspiring developers, software engineers and coding bootcamp graduates. GitHub shows what you coded, but your portfolio shows what you created, the problem you solved, how you approached it and why it mattered. So start building your portfolio today. If you’re building one, start simple: ✅Add 2–3 projects you’re proud of ✅Write short notes about what you learned ✅Keep it clean, visual & easy to navigate Once your content is ready, these tools can help bring it to life: Netlify for hosting → https://www.netlify.com/ v0 by Vercel for quick design → https://v0.app/ Lovable for polish → https://lnkd.in/gKpkEKhM Your GitHub proves you can code. Your portfolio proves you can communicate. That’s the difference between being seen as a developer and being hired as one. P.S. Everyone starts with a blank page. The only mistake is not starting at all. Begin with one project this week. You don’t need to be perfect, you need visibility.

Your school projects don’t have to stay in school. Make them the foundation of your dream career. When I first started building my portfolio, I thought showing everything I could do was the way to impress. So I added all kinds of projects, hoping variety would catch attention. But over time, I realized that wasn’t enough. Your portfolio isn’t just a collection of random projects — It’s a message about the kind of work you want to do. Even if your projects come from different classes or have different goals, you can make them work for you by aligning them with the industries or roles you want. For example: ➡️ If you’re going to design a logo for a class assignment, make it for a sports team, gym, or nutrition brand, if that’s the industry you want to work in. ➡️ If you’re building a website as a project, create one tailored to an athletic brand like Gymshark or a fitness startup. This way, you’re showing intentional work that speaks directly to the clients or employers you want to attract. If you want your portfolio to open doors: → Dig deeper into the projects you care about and shape them around your target industry → Expand on them to reveal layers of thinking and expertise → Highlight work that aligns with the roles or clients you want next → Make every piece purposeful — tell a story about your strengths Your portfolio is more than past projects and random classwork. It’s your future career blueprint. Start building it intentionally. Showcase what you want to do next. Make your portfolio work for you. (Here's a look at my college print portfolio that got me to the NFL) 👇

Building a Tech Portfolio That Gets You Hired 🔥📂 I just got off an interview where I talked about why your tech portfolio might be holding you back. Let’s fix that. Here’s the thing: your portfolio isn’t just a gallery, it’s a pitch deck for your dream job. And the smartest way to pitch? Reverse-engineer it. If you want to work at Airbnb, don’t just tell them you love travel, build something that proves it. Example: An app that integrates Pinterest with Airbnb so users can book homes that match the vibe of their dream vacation boards. Now you’re not just showing skills, you’re showing alignment with their mission. This doesn’t just make you attractive to Airbnb, it makes you attractive to any product in the travel, experience, or lifestyle space. Here’s your roadmap: ✅ Pick a company or industry you love. ✅ Study what they’re doing well. ✅ Find gaps or opportunities. ✅ Build projects that support their mission. Do this 2-4 times across different verticals—streaming, social media, fintech, you name it. Your portfolio should feel intentional, not random. Organize it like a story. (More on that tomorrow.) Been staying at Airbnb a lot lately, so they were on my mind. 👀 Would you try this approach? Drop your thoughts below. #TechCareers #PortfolioTips #UXDesign #SoftwareEngineering ———————————————————————————————————————— 🙋🏾♀️ Hi, I’m Naya! ✨ I share career advice for new and aspiring tech professionals 👩🏾💻 Get my free 20-page tech career transition guide: https://lnkd.in/geu6JgNr 📲 Follow for more real talk from inside tech

🚀 Unlocking Interview Opportunities: The Power of a Strong Project Portfolio : During my recent job search, I discovered a game-changing strategy that significantly boosted my chances of landing interviews with top tech companies. The secret? Building an impressive portfolio of substantial projects that go beyond simple tutorials. Here’s what made the difference: 1. Depth over Breadth: Instead of numerous small projects, I focused on creating significant, in-depth projects that showcase real-world problem-solving skills. 2. Cutting-Edge Focus: My projects demonstrate expertise in Generative AI and advanced Software Engineering concepts, aligning with industry trends. 3. GitHub as a Powerful Tool: My GitHub repository (https://lnkd.in/eniMxVbd) became a compelling showcase of my capabilities, catching recruiters’ attention. Key projects that stood out: • Cli Gen: Leveraging LLMs for automated test case generation • Protein Structure Explorer: Combining web development with AI for scientific visualization • LLM Research Implementation: Collaborative cutting-edge language model research • GenoQuery: Innovative NLP-to-SQL solution for genomic data analysis This approach led to interview opportunities with industry giants like Google, Apple, Amazon, Meta, Salesforce, Intuit, Docusign, Microsoft, and more. A huge shoutout to Professor Nik Bear Brown for constantly pushing students to build impressive projects to boost their portfolios. Your guidance has been invaluable for students and graduates alike. To my network: How have you leveraged projects to enhance your professional profile? What’s your take on the importance of substantial portfolio pieces in today’s tech landscape? I’d love to hear your thoughts and experiences. Check out my GitHub for project details, and let’s discuss strategies for standing out in the competitive tech job market! #TechPortfolio #ProjectBasedLearning #SoftwareEngineering #GenerativeAI #CareerGrowth

📂 Building a Hardware Engineering Portfolio That Opens Doors Most projects you're doing in industry is under strict NDA. So sometimes we're not sure if we can share our work for jobs. This common challenge keeps many talented engineers from demonstrating their true capabilities. Especially if they can get nervous and overtalk or go blank in interviews. Three approaches I recommend to my clients: 1. Create demonstrative projects specifically for your portfolio 2. Contribute to open-source hardware projects 3. Document your problem-solving approach, not just outcomes My one-on-one client "Jason" went from being overlooked to fielding two offers within weeks of each other after creating just two portfolio projects that showcased his DFx and high-speed constraints expertise. What's been your most effective way to demonstrate your skills beyond a resume? #EngineeringPortfolio #CareerAdvancement #OpenSourceHardware