ƶayε∂

4th year ug • like to learn new stuff and mess with it • mle

[ƶayε∂ @zayedansari2004]

@cneuralnetwork https://t.co/CkIIt1aVTW

[ƶayε∂ @zayedansari2004]

@pranavcodes_ Same dude!!

[ƶayε∂ @zayedansari2004]

@Sarabjeet___ install linux

[ƶayε∂ @zayedansari2004]

@karthikponna19 Oranges

[ƶayε∂ @zayedansari2004]

@Astro_iSHU Yo! How have you been?

[ƶayε∂ @zayedansari2004]

@cneuralnetwork Lol

[ƶayε∂ @zayedansari2004]

Implemented Simple Linear Regression from scratch in Rust (OLS).
Computing the coefficients b0, b1 directly from the formula.
Rust’s map and iter pipelines took some getting used to really a big pain, but it was a fun exercise.

Will optimize it and keep building more ML implementations.

[ƶayε∂ @zayedansari2004]

@initlayers looks good

[ƶayε∂ @zayedansari2004]

@karthikponna19 rust

[ƶayε∂ @zayedansari2004]

Spent last night deep in Rust!
Implemented Random Forest on the Iris dataset
will soon try some other dataset, with manual preprocessing
Got the accuracy of as: 97.78%
In Rust you feel every single line

[ƶayε∂ @zayedansari2004]

rust is fun!

[ƶayε∂ @zayedansari2004]

@nalinrajput23 Yup, you need to understand what it is doing

[ƶayε∂ @zayedansari2004]

@vineetbs @kirat_tw Lol, saw this on his stream

[ƶayε∂ @zayedansari2004]

Been learning Rust for a few days now.
Started with the basics, structs, enums, Ownership, Mutability, Ownership, Borrowing, References etc .

Curiosity hit can I actually do ML in Rust?

Found this from @freeCodeCamp
[Link:- https://t.co/J4MYur4jxM]

linfa makes it possible.

Played with Decision Tree on iris:
-> Gini, max_depth=3, 85% split → 86.36% accuracy
-> Entropy, max_depth=10, 85% split → 81.82%

Smaller training data + deeper tree = overfitting. Classic.

[ƶayε∂ @zayedansari2004]

Well today office was empty

So spent the time exploring MLflow properly for the first time on a small language detection work.

Nothing fancy, just wanted to see how experiment tracking actually works outside of tutorials.

Link - https://t.co/ESm3xbbHqi

[ƶayε∂ @zayedansari2004]

@AtharvaXDevs they are really good bro!

[ƶayε∂ @zayedansari2004]

busy with the internship but yeah
finished building voice translator that runs fully local, no API costs😁
upload or record audio → transcribe → translate
Hindi, Arabic, Spanish, French, English :)

link:- https://t.co/eFYkT2PZPW

[ƶayε∂ @zayedansari2004]

-> Started building voice message translator today

-> Whisper STT base model is working now
-> Output isn't great yet but the pipeline works

And yeah I'm going to make it work!!!
It's just the start have to make a lot of changes in the way

https://t.co/eFYkT2PZPW

[ƶayε∂ @zayedansari2004]

Been away for a long time

January 2026 update:

-> Joined as a Python Developer intern at @sayheloai
-> Built & deployed multi-doc RAG system
-> Now working on Voice Translator MVP

Excited to keep building and learning!

GitHub: [https://t.co/oDLJiLlpzP]

[ƶayε∂ @zayedansari2004]

@pranavcodes_ @mac_dev9 Lol