After the successful completion of 30 day running challenge, I wanted something similar in the technical realm. The main goal of this challenge is consistency in my work. So I will be posting log for each day which may include the papers I read, the ideas I implemented; all things work.

The rules of this challenge:

  1. 1 hour personal project block: Polish coding skills and work on personal projects.
  2. 1 hour research block: Work on research project.

Starts - May 28, 2025
Ends - June 26, 2025

Day 1

Personal Project:

  1. Made 30 day challenge page in the personal website.
  2. Made a checklist of the projects I need to implement: 1 Neural network from scratch, SQL basics, 4 NLP projects.
  3. Skimmed through my earlier implementation of neural network from scratch.

Research Project:

  1. Re-read the paper
  2. Skimmed through my notes.

Day 2

Personal Project:

  1. Implemented forward pass and error calculation for a single perceptron.

Research Project:

  1. Planned out the implementation.

Day 3

Personal Project:

  1. Fixed forward pass bugs.

Research Project:

  1. Researched the implementation of GCN based architecture for graph generation.