ðð«ð¨ð£ðððð¬ ðð¡ðð ð ð¨ð ð¦ð ð¢ð§ððð«ð§ð¬ð¡ð¢ð© ðð ðð¢ðð«ð¨ð¬ð¨ðð ð¢ð§ ðððð ð°ð¨ð§âð ðð¯ðð§ ð ðð ð¬ð¡ð¨ð«ðð¥ð¢ð¬ððð ð¢ð§ ðððð. Last week, a junior DMâd me: Didi, sab ne e-commerce banaya hai. Main kya alag karoon?â And I get it. Because Iâve been there. In college, I built the usual: E-commerce site Chat app Social media clone I was proud of them- they worked, looked good, and were perfect⦠for 2020. But not for this AI era. So when juniors now ask me, ðð¼ð ð±ð¼ ðð² ðºð®ð¸ð² ð¼ðð¿ ð½ð¿ð¼ð·ð²ð°ðð ð¿ð²ð®ð±ð ð³ð¼ð¿ ð®ð¬ð®ð±? My answer is simple: Sit. Think. How would this look if it was built in 2025, not 2015? Look around: How does our search for products? - Simply With voice search. What do we end up buying online? - Things recommended by the app. Where can user data be stored securely? You donât need to invent something new. You just need to add small, thoughtful upgrades to stand out. Also, in this AI + Web3 era, itâs easier than ever: 1. Added a voice-based product search using OpenAI Whisper. 2. Implemented AI-powered recommendations using dummy data + a basic model. 3. Switched login/signup to Web3 wallets for a modern take on credentials. When you build all this then youâre no longer just another student with a React project. You become someone who knows how to solve real problems. Because in 2025, itâs not just about building projects. Itâs about building relevance. #TechWithPurpose #EngineeringMindset #ProjectUpgrade #ResumeTips #AIProjects #Web3Dev #FrontendDeveloper #GenAI #VoiceSearch #CareerAdvice #CodingJourney #CSStudent #ATSResume #PlacementSeason #SoftwareEngineering #DevPortfolio #ReactJS #MLProjects #InternshipTips #FirstJobReady
Building A Professional Portfolio In Engineering
Explore top LinkedIn content from expert professionals.
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Tired of employers not seeing your value? The "Portfolio Strategy" will fix that (in 7 simple steps): [Context] Companies hire people for one reason: They believe they'll bring the most value to the role. Resumes, cover letters, and LinkedIn are traditional ways to illustrating that value. But they're not the best. If you're struggling to see results with them? You need a portfolio. 1. Choose Your Platform First, choose the place where you'll host your content. I recommend a place that: - Allows you to create the way you want - Maximizes your visibility If you're job searching, it's tough to beat LinkedIn. Medium is another solid option. 2. Identify Your Target Companies Next, brainstorm your list of target companies. You're going to be researching them and creating value that's directly tied to their goals, challenges, and vision. I recommend starting with 3-5. Bonus points if they're in the same industry. 3. Align Your Projects Start with one company. Research the heck out of it from a high level. Then dive deeper into researching the specific product and team you're targeting. Your goal is to identify: - Goals -Challenges - Initiatives Learn as much as you can about them. 3a. Align Your Projects (Examples) Marketer? Perform site audits and recommend 3 ways for companies to get more leads. Software Engineer? QA your favorite apps / tools to identify bugs or improvements. Graphic Designer? Refresh the branding for your favorite products. 4. Map Out The Process Start with your methodology: Why this company / product? Break down your research, brainstorming, and solution process. Find and include reputable data. Project outcomes / ROI if you can. Finally, make a compelling case. Donât just summarize, sell! 5. Show Your Work Now turn that process into content! Write up a "case study" showing: - The problem / opportunity - How you identified it - Your solution(s) - How you came up with them - The process for implementing them When it's ready, hit publish! 6. Share Your Work Now your case study is out in the world! First, add it to your LinkedIn featured section. Next, break it down into bite sized pieces of content. Start writing posts around: - Your research process - Your solutions process - Insights you came across - Etc 7. Systematize It This works best when you consistently work at it. Create a daily schedule and commit to it. Before you know it, youâll have a body of work that includes *real* results and clearly illustrates your value. Thatâs going to get you hired!
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Most portfolio projects fail before they even start. Choose the right project for your portfolio Hereâs where people go wrong ð They go to Kaggle Download the dataset Start working on it... Thatâs not how real projects start. Real projects start with a problem. Always. Before opening a dataset, ask â What problem am I trying to solve? â Who will care about this insight? â Which role or company is this useful for? Iâve seen: Titanic analysis Netflix analysis Pizza sales Zomato dashboards Theyâre common. And doing them alone wonât get you a job. Why? Because itâs not about the title of the project. Itâs about the analysis inside it. Example ð Titanic analysis: If you only show âHow many people diedâ Will a general IT company care? No. But the same Titanic data becomes valuable if â You analyse safety patterns â Failure points â Risk factors Now it makes sense for: Risk teams Transport safety Ship manufacturing Same dataset - Different thinking. Different value. Zomato analysis helps Zomato. Pizza sales helps Pizza Hut. Context matters. So always choose projects that: â Solve a real problem â Match your target role â Make sense for the company you want to join P.S. If youâre building a portfolio right now are you choosing projects for learning, or for getting hired? Follow Pradeep M for practical and insightful tips. ðð¶ð ððµð² "ðð¶ð¸ð²" ð¯ðððð¼ð», ð®ð»ð± ððµð®ð¿ð² ð¶ð ðð¶ððµ ðð¼ðð¿ ð»ð²ððð¼ð¿ð¸âð¶ð ðºð¶ð´ðµð ðµð²ð¹ð½ ðð¼ðºð²ð¼ð»ð² ð²ð¹ðð²! â
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ð¡ï¸ How To Defend And Explain Your Design Decisions. With strategies to protect your work, avoid design by committee and pick battles wisely â ð« Avoid big surprises when presenting your work. â Ask for feedback gradually, at different stages of the design. â Strong decisions rely on data and research, not hunches. â Attach your decisions to a goal, metric, or a problem. â Show whatâs possible short term, and your plan for the future. â Re-iterate business goals before showing any of your work. â Show the process that led you to your current design. â Explain how your current decision impacts business goals. â Highlight key takeaways from previous rounds of feedback. â Highlight advantages and risks to show theyâve been considered. ð« Donât fight an argument: find the problem brought into spotlight. â You might be wrong: defend the project goals, not your work. â Ask to articulate and explain the argument in detail. â Have alternatives ready, and explain why they were discarded. â Defer the decision: request to review it with your team. ð« One suggestion is a goldmine of other ideas waiting to be excavated. Good design isnât about being the winner in the big meeting. Itâs about finding the flaws and wrong assumptions to make sure your work matches business goals while supporting userâs needs. So be deliberate and meticulous explaining how your decisions impact business goals. Nothing diffuses argument like agreement. Donât get defensive â as Tom Greever noted, when we become defensive, we fail to focus on the real issues. So avoid big public debates. Avoid speaking about your personal preferences, what you like or dislike. Donât ask âWhat do you think?â as it prompts personal opinions. Instead, ask if attendees agree with the direction (yes/no), and if not, why not. Most importantly, defend your design decisions when you know itâs right, but leave your ego aside when you feel you arenât. And: as Femke van Schoonhoven highlighted, knowing the goal is critical, but keep in mind that the goal can change. New insights will influence the goal and the direction of the project, and we have to recognize them and move forwared â and not get hung up on a particular idea or goal thatâs since been abandoned. Useful resources Defending UX Design Decisions, by Chris Kiess https://lnkd.in/erMUpKj8 The Tyranny of Collaborative Ideation, by Lars Jerichau https://lnkd.in/e-JGNqNN Articulating Design Decisions, by Tom Greever ð https://lnkd.in/efmNb2Mr Articulating Design Decisions to Stakeholders, by Uxcel https://lnkd.in/evKXsP3e Strategies To Deal With Design By Committee, by Jennifer Lee https://lnkd.in/evacmmHd #ux #design
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Looking for a job? Build a portfolio. Not just a résumé. If I were job hunting in 2025, hereâs what Iâd do. Build ONE great portfolio project in the next 30 days. Something that shows - not tells - your skill, thought process, and creativity. I say this as someone who's also hired half a dozen people in the past 2 years. There's too much noise out there. You've got to find a way to stand out. Here are 3 roles and 3 portfolio projects you can build in the next 30 days to stand out: ð©ð½ð» 1. Product Manager Build: A new feature for an app you love â Pick a product (Spotify, Notion, Duolingo) â Design a new feature: user problem â solution â wireframes â Write a PRD (problem, KPIs, edge cases, success metrics) One of the most creative ways I've seen a friend get an interview was this: He mocked up a "Spotify Social Listening" feature - then sent it to Spotify PMs. This got him an immediate response and interview. Tool stack: Notion, Figma, Canva, ChatGPT, Whimsical ð± 2. UX/UI Designer Build: A 2-week redesign challenge â Pick a real-world flow that sucks (e.g. booking train tickets on IRCTC lol or the entire Goodreads web app) â Interview a few users (just ask around within your friends) â Redesign the flow with better UX â Share your case study on Behance or your website Write a post on the entire process you followed. Tool stack: Figma, Maze, Framer, Medium ð 3. Data Analyst Build: A dashboard + case study â Choose a public dataset (NYC taxi data, Netflix ratings, upcoming Indian startups) â Clean + analyze it using SQL/Python â Build a dashboard in Tableau or Power BI â Publish your insights + charts as a case study Once again, write a post on the entire process you followed. Tool stack: SQL, Python, Tableau, Canva, Medium ... It's easy to get stuck in the rut of applying to jobs every day. Try something a tiny bit different... and you can easily stand out from the noise. Best of luck! ð¿ Found this useful? Repost it to help someone whoâs job hunting. ð¢ Want a free guide to acing your first PM interview? Comment below âportfolioâ below and Iâll send it over. :)
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Last month, I was mentoring a final-year engineering student who said: âDidi, mera resume toh blank hai, internships nahi mili, aur placements mein toh sirf CGPA dekhte hain na?â I asked him to show me what he had done. He hesitated and said, âKuch YouTube tutorials se chhoti moti cheezein banayi thiâ¦â But when I dug deeper, I found gold. â He built a weather app using APIs. â Tried making a budget tracker for his family. â Attempted an ML model for crop prediction. All self-initiated. No certificates. No internships. I told him: âYou must add these projects in your blank resume. Aur agar sahi tarike se dikhaye jaaye, toh yeh hi tumhara biggest strength ban sakta hai.â We added those to his resume, wrote crisp one-liners: ð Built a weather forecast web app using OpenWeather API â used by 50+ users weekly ð Created a budget management tool for household tracking â reduced manual expense logging by 80% Guess what? He cracked a remote internship in USA based finance startup in just 3 weeks. And recently, he messaged me â âDidi, finally placement bhi ho gaya!â Projects that got me into my Dream Product Based Company : https://lnkd.in/gTSvg2mi Set reminder - https://lnkd.in/gqhmkfFb Your resume doesnât need big brands, it needs real work. Projects show your ability to apply knowledge. They speak louder than college grades. They are proof that you can build, solve and think. ð If youâre stuck without experience, create your own. It counts. #project #career #resume #selflearning #guidance #interviewtips #jobs #engineeringstudent #careerchange
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Stop thinking DSA is everything! Engineering is way more than DSA & Leetcode! Ask any first-year student, âWhatâs your plan to get a job?â Most would say: âDSA.â Not: âIâll build real-world projects, work with Arduino, ESP32, AWS, hardware/software systems, etc.â Its like people bragging their CGPA to prove their engineering skills. Sure, DSA is a great way to test your basic problem-solving skills, but thatâs just step 1. Itâs nowhere close to the full picture. Todayâs engineering students are heavily influenced by influencers who make it look like âDSA is engineering!â But in reality, DSA is barely 1% of what youâll do in the real world. Real engineering comes in where you solve a real world problem and customer pays you for it. No customer would want you to invert a binary tree. You mustâve seen those memes: âInterview: Solve DP and Trees. Job: Deploy a CRUD app and fix a production bug.â And honestly, itâs true. At work, you might never need DSA. What youâll really need is the ability to learn new tools/tech fast and implement solutions. Eg: at new job you would be asked to learn Ruby on Rails and quickly implement a feature in existing codebase Personally, I enjoy interviews where Iâm grilled on the actual stuff Iâve built. Like when I deployed a project on Elastic Beanstalk, the interviewer asked, âWhy didnât you go for manual EC2 setup?â Or when I used AWS RDS (PostgreSQL) and was asked: âHow would you scale this if 100K users hit your web app at once?â Any cool startup/company would pick real world problem solver than Leetcode problem solver If youâre applying to a sports health startup and youâve built a project that uses OpenCV to analyze athletic movement and gives live feedback and improvement insights on a mobile app â youâll have way more edge than someone who solved 500 DSA questions. Now you get back to solve DSA, i'll get back to me raspi ð¤£
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71% of hiring managers say a strong online portfolio influences hiring decisions. Then, how can you make yours stand out? - Focus on quality, not quantity: Limit your portfolio to 5â10 key projects that showcase your best work. - Show your process: Clearly explain your workâwhat you did, how you did it, and the impact it had. - Keep your links fresh: 66.5% of links break over time, so check them regularly to keep your portfolio looking professional. While reviewing a mentee's portfolio, I saw amazing workâbut it was scattered across 20+ projects, with several broken links. The response? Not great. After receiving some feedback, we narrowed it down to 8 solid projects. The impact was almost instant. One recruiter said, âNow I can see how they approach problems.â Your portfolio reflects how you approach challenges. When itâs clear and well-organized, your skills and talent come through. If youâre unsure whether your portfolio is hitting the mark, donât hesitate to seek feedbackâwhether from a mentor or someone in your field. Or even us - Supersourcing - your friendly career partner.ð
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I have reviewed 100+ portfolio projects. If you want employers to hire you even without experience, Make sure your project does these ð² things. A great portfolio isnât just a collection of skills Itâs a showcase of how you solve real problems. This is what makes a portfolio project stand out: => ðð ðð²ð¹ð¹ð ð® ððð¼ð¿ð Every strong project follows a simple arc: Problem â Solution â Impact. Make it clear what challenge you tackled, how you solved it, and the results. => ðð ðð¼ð¹ðð²ð ð® ð¿ð²ð®ð¹ ð½ð¿ð¼ð¯ð¹ð²ðº The best projects come from real-world problems. Current events: Can you analyze a trending issue? (e.g., election results, COVID trends, mask effectiveness) Daily annoyances: What problem do you wish someone would solve? Do it yourself. => ðð ððµð¼ðð ðµð¼ð ðð¼ð ððµð¶ð»ð¸ Good projects highlight your decision-making and problem-solving. Where did you pivot? What obstacles did you overcome? Show your process. => ð£ð®ððð¶ð¼ð» ðºð²ð²ðð ð½ð¿ð¼ð³ð¶ð The best projects happen where interest meets impact. Find a topic you enjoy, just make sure itâs valuable to potential employers. => ðð ðð½ð²ð®ð¸ð ð³ð¼ð¿ ð¶ððð²ð¹ð³ A great project saves you time in interviews. If itâs well-structured, youâll only need to explain the context once. The results will do the rest. => ððâð ð¶ð»ðð²ð¿ð®ð°ðð¶ðð² (ð³ð¼ð¿ ðð®ðð® ðð»ð®ð¹ðððð/ð¦ð°ð¶ð²ð»ðð¶ððð) Go beyond basic analysis and build interactive dashboards (Tableau, Power BI, Streamlit). Let your audience explore the data. A good portfolio project isnât just technical It proves you can solve meaningful problems. Follow me, Jaret André to land the job you want 10x faster.
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Iâll never forget one of the first questions I got in a job interview: âWhat have you built on your own?â As a student, I thought my coursework and internships would be enough. But side projects? They became the most powerful part of my resumeâand my confidence. One of my first projects was analyzing soccer player stats to predict match outcomes. Why soccer? I love the sport, and working on something I cared about made learning Python and data visualization feel natural. That project landed me conversations with recruiters, who appreciated seeing real-world applications of my skills. Hereâs why side projects matter: 1ï¸â£Â They prove your skills: Everyone says they know Python and SQL. Showing a real project sets you apart. 2ï¸â£Â They make learning personal: I analyzed Netflix data to recommend movies, created visualizations about Boston weather trends, and even built a dashboard to track my gym progress. These werenât just coding exercisesâthey were ways to connect my skills to things I cared about. 3ï¸â£Â They build your portfolio: When I applied for jobs, I didnât just list my skillsâI linked to GitHub repositories, visualizations, and write-ups about my projects. This showed employers that I could turn knowledge into action. If youâre looking to start, here are some ideas: 1. Analyze public data: IMDb, sports stats, or even your cityâs public transport data. 2. Create dashboards: Track something you care about, like fitness or finances. Build something small: A basic prediction model or an automation script. Side projects donât have to be perfectâthey just have to be yours. Start small, stay curious, and share your work. You never know who might notice. Whatâs been your most rewarding side project? Iâd love to hear your stories in the comments!