Hello there 👋

Adam Östberg

Third-year Media Technology student at KTH Royal Institute of Technology which combines a technical background in AI/ML with a creative approach to web app development.

Adam Östberg with Tokyo in the background

About Me

My main interest lies in building digital tools and systems that are thoughtfully designed and add something of value. I enjoy exploring how AI and machine learning can be applied across different fields to uncover insights, optimize decisions and make complex information more accessible.

In addition to my technical studies, I have a strong interest in business and economics. I find that understanding how products fit into broader market and organizational contexts adds an important dimension to development work. It helps me think not only about what to build, but also why it should be built and how it can lead to profit.

Tech Stack & Toolkit ⚙️

A mix of languages, frameworks and tools that I have used in development. Each one is something I've used in hobby or academic projects.

Languages

  • TypeScript / JavaScript
  • Python (data, scripting, ML)
  • C# (interactive media, Unity)
  • C++ (familiar with core syntax and concepts)
  • SQL (databases)

Frameworks / Libraries

  • React, Next.js
  • NumPy, Matplotlib, Tkinter, scikit-learn
  • Arduino, Raspberry Pi for embedded builds

Tools

  • Git, GitHub
  • Figma, Adobe Suite, Blender, Final Cut
  • Firebase
  • Unity, Jupyter Notebooks

Experience Highlights

These are some roles I've held that grew my skills.

Co-directing of a student short film 2025-2026 · KTH
  • Co-directing a year-long student short film at KTH, involving a large multidisciplinary team.
  • This experience is sharpening my leadership, communication and project organization abilities.
Prospecting / Prebona AB June 2023 · Lisbon
  • Led B2B prospecting and lead generation efforts while growing communication and teamwork skills during summer.
  • Partnered with a senior salesperson to refine client targeting strategies that improved conversion quality.
Postman / City Mail 2022 - 2023 · Stockholm
  • Delivered under tight deadlines, building resilience in stressful, time-sensitive environments.

Selected Projects 💻

A few projects that showcase what I am capable of. From idea, to prototype, to polished delivery.

Dynamic web app

CineMatcher

Image showing the CineMatcher application

I developed this app with two friends. It's a web app that helps groups choose a movie to watch using a tinder like interface combined with a smart movie algorithm and live sessions. This project thaught me a lot about building user-auth and live session systems. It also grew my collaboration skills having to work on a larger project with multiple people.

TypeScript React Firebase UX Git/Github
Try it ↗
Applied AI / Website · 2025

Report Kick

Image showing indicators of my application 'Report Kick'

This project helps users upload company annual reports and automatically extract key financial metrics such as net income and return on equity. It demonstrates my ability to integrate AI APIs with a responsive, modern frontend. The idea came from watching my girlfriend, who studies industrial management, manually search through reports for the same indicators, this project makes that process faster.

Applied AI TypeScript React Next.js UX
Try it ↗
Machine Learning · 2024

Dropout Prediction

PCA Projection of the data

Implemented and tuned an XGBoost classifier to predict student dropout risk using Python, scikit-learn and targeted feature engineering. Running cross-validation and hyperparameter searches to raise F1 scores while documenting insights.

ML Python scikit-learn NumPy

Beyond The Code

Some more information about me that isn't just code related.

Coursework Spotlight

  • Applied Computer Science
  • Machine Learning
  • Interaction Programming & Human-computer Interaction
  • Sensor Programming
  • Entrepreneurship & Industrial Management
  • Interaction Programming & the Dynamic Web

Freetime (Besides coding)

  • Regular at the gym and enjoy staying active.
  • I love activities in the mountains like skiing, mountain biking and hiking.
  • Value being spontaneous and exploring new things with friends.
  • Interested in cars and driving.

Some things I am good at besides coding

  • I really enjoy marketing and selling, talking infront of groups of people.
  • Working in groups and organizing larger projects. Currently I am co-directing a larger short film.
  • I love building things with code, but I'm also interested by why some projects take off while others don't. What's the logic behind a successful digital product.

Let's Connect 🤝

I'm currently looking for a team where I can contribute to a real product and see how things work at scale. If you have an interesting challenge for me, feel free to reach out!