Building toplivres, Part One – Finding Focus in Tech
From scattered learning and burnout to my first clear project idea

I’m building my career at the intersection of backend engineering, product sense, and AI-augmented learning.
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From scattered learning and burnout to my first clear project idea

I’m building my career at the intersection of backend engineering, product sense, and AI-augmented learning.
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How I turned messy spreadsheets into a structured API project

Many of us chose Frontend Development to break into the tech industry. But, the number of online resources to teach yourself code can be overwhelming. Welcome to my first article. I'll go over five of the most useful websites on my journey towards my...

Over the past few years, I’ve navigated working student jobs, online courses, and personal challenges while trying to find focus in tech. In this post, I reflect on the lessons I’ve learned, the mistakes I’ve made, and how I arrived at my first personal project with clear purpose: toplivres, an AI-guided full-stack app to track book sales and inventory.
In 2022, I wrote my first blog post about the “Top 5 websites that helped me land a tech job.” At the time, I was a working student, balancing a bachelor’s in Math with my first professional experience. Looking back, that job gave me a window into the professional world and introduced me to tools and practices I hadn’t encountered at university.
A little about me for those who haven’t read my “About” page: I’m a student expat in Germany, aspiring to build a career in tech. My journey hasn’t always been linear. Initially, I thought it was enough to get a working student job while pursuing my degree. But my heart has always been in computers. My first line of code wasn’t HTML—it was C++ in Code::Blocks, running in the console. Frontend development came later, mostly because it was immediate and visual: I could change colors, reload pages, and see results quickly.
After my first exposure to coding, I started building small projects using HTML, CSS, JavaScript, and Python. Listing these on my CV helped me land a working student position. Soon, I was introduced to Django, which opened the door to backend concepts like MVC, ORM, and database design. At first, progression felt unclear—there were no straight paths, just a series of concepts to wrap my head around.
My next working student role exposed me to Firebase, FastAPI, Django, and React. I even got to attend Google Cloud Next ’22 in Munich. I was excited, but also scattered: the abundance of learning resources led to shiny-object syndrome. I completed multiple learning paths on LinkedIn Learning and Google Cloud Skills Boost, but despite certifications stacking up, I realized I wasn’t truly learning. I had access to ChatGPT at work, but didn’t know how to leverage it. Months slipped by, and I struggled with time management, goal setting, and learning strategies.
Last year, I faced a major personal setback: I experienced burnout that forced me to step away from studies and work for several months. During this period, I had to pause everything, but even then my desire to make it in tech never went away.
Reflecting on this time, I realized that my technical foundation was solid, but my direction was scattered. I was considering roles in backend engineering, cloud engineering, DevOps, data engineering, and SRE. Without focus, it was impossible to make meaningful progress.
I needed a concrete project that would anchor my learning. People often build blogs repeatedly, but there are plenty of platforms and SSGs for that. I wanted something personal with real operational workflow. That’s when I thought about a spreadsheet I’d been maintaining to track book sales across multiple locations. It included:
Data: books, sales, stock levels
Rules: no new deliveries until feedback is received
Multiple entities: locations, deliveries, feedback, books
I decided to transform it into a full-stack API. This project would allow me to practice backend engineering, database design, and APIs in a real-world context. I called it toplivres, and it’s the first project where I felt a clear sense of direction.
Toplivres is more than a learning exercise. It combines technical skill-building with personal purpose. By structuring data, implementing rules, and managing multiple entities, I get hands-on experience with concepts I’ve only read about in tutorials. It also allows me to experiment with AI-guided features to suggest books or track inventory more intelligently.
The project has already helped me focus, break free from tutorial hell, and start building something tangible. It’s a project I can iterate on, show to others, and continue learning from—without chasing certificates for the sake of completion.
I’m currently on a break from formal studies, and I’m still figuring out if I’ll complete my degree. But that won’t stop me from pursuing a career in tech. The main lesson from my journey so far is this: direction matters more than endless tutorials, and personal projects trump certifications when it comes to building real skills.
In the next post, I’ll dive into the development of toplivres: the architecture, code snippets, and lessons learned along the way. If you’re struggling to find focus in your own tech journey, I hope my story shows that it’s okay to start small, face setbacks, and still keep moving forward.