Hi X!
Whoami:
19 | Full stack dev & CS student maintaining and building software products
Main stack:
Java/Node + React/Angular
What Iβm doing here:
Documenting my journey
Sharing daily progress
Connecting with other devs
Letβs see what I can achieve
Shifted gears real fast this week.
Spoke UI all day at work, but spent the night building bot strategies in JS/TypeScript for Stage 2 of the hackathon!
My bot is officially hitting the arena soon to face off against other players. Wish me luck! π
Built a Softmax classifier from scratch in Python to recognize handwritten 8x8 digits π
No high-level ML frameworks just pure math, NumPy, and matrix multiplication. Diving deeper into machine learning concepts!
Spent 30 minutes reverting a bad file change... and failed.
So I just asked Claude directly: "Hey, can you revert those files back?"
Claude: "Done"
Sometimes the best dev workflow is stop trying to orchestrate the AI and just let it drive lol
@Aditya_181105 It's all about convenience.
Personally, I'm comfortable with Linux, but for some tasks, Windows is faster because you don't need to handle most things by yourself.
It's just the OS. Choose whichever one you like ;)
Late-night refactor on a legacy Java codebase.
Replacing repetitive JSP blocks across the app with reusable custom tags. Deleting hundreds of lines of duplicate code never felt so good.
Can't share real code due to NDA, here is example of my work
Built a Perceptron-based binary classifier from scratch in Python! π§ β‘οΈ
The task was to implement ROSENBLATT's Perceptron with both console & GUI modes, featuring step-by-step training (manual & timed) and automatic convergence visualization.
Code & UI below π