My Side Projects and Self-Development Plan for 2025

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1. Monadic Dawn - https://monadicdawn.com/

Monadic Dawn

This is my personal project to replace the task manager I currently use. My goal is to build a tool with better calendar integration, improved note-taking support, and Vim-like navigation. I also want to support tasks belonging to multiple projects and eliminate the trend of unnecessary AI integrations — focusing instead on a clean, minimalistic, Vim-inspired interface that puts the user in control.

Goal: Release the simplest possible version: CRUD for tasks, projects, tags, and notes.

2. My personal website/blog - https://lukastymo.com/

I keep a lot of notes in my second brain (Roam Research). I want to externalize them so others can benefit — and there’s no better way to learn than by teaching.

Goal: Publish 10 blog posts in 2025.

3. ETL Magic Formula

I use the Magic Formula as my quantitative investing strategy. I’ve built a Python pipeline that screens stocks from the Russell 1000 universe. I believe it has the potential to become a subscription-based service.

Goal: Launch a demo website showcasing the strategy and allowing users to subscribe.

4. Leetcode and Codeforces

Goal: Solve and submit one Leetcode and one Codeforces problem each day.

Codeforces progress so far:

Codeforces progress so far

Leetcode progress so far:

Leetcode progress so far

5. Learning

Main focus:

  • Neural Networks, LLMs
  • React & TailwindCSS

Bonus (if time allows):

  • Haskell
  • TypeScript

6. Books

  • How Countries Go Broke — Ray Dalio
  • Neural Networks from Scratch — Harrison Kinsley
  • The Concepts and Practice of Mathematical Finance — Mark S. Joshi
  • System Design Interview — Alex Xu
  • Designing Data-Intensive Applications — Martin Kleppmann
  • Why Machines Learn: The Elegant Math Behind Modern AI — Anil Ananthaswamy

7. Course

8. Sport

  • Run a half marathon (20 km)