Hi, I'm Vrukshali.

engineer . data . ai . systems

Writings

Notes, half-finished thoughts, and things I wanted to remember.

Jul 9, 2026

Mathematics for ML

This blog contains topics that I'm learning for Machine Learning
Jul 9, 2026
Jul 9, 2026

Statistics for ML

This blog contains topics that I'm learning for Statistics
Jul 9, 2026
May 2, 2025

The Lazy Solution!

While transferring large files from an SFTP server to Amazon S3, I faced a recurring issue
May 2, 2025
Feb 7, 2025

Debugging Pandas Unexpected Type Conversion

While working with Pandas to process CSV files, I encountered a peculiar issue where certain columns
Feb 7, 2025

Projects

Things I've built — mostly for myself, occasionally for others.

We care for furs

This project aims to classify various types of dog skin diseases using deep learning models with images.

Python
Django
Docker
Keras
Inceptionv3
Tensorflow

Resources

A small, opinionated list of things I keep coming back to.

Technical Deep Dives

Please stop calling databases CP or AP - Martin Kleppmann

A blog by Martin Kleppmann to understand CAP

Papers

A Software Engineer's Guide to Reading Research Papers

If you want to read a research paper and don't know where to start, this blog will guide you.

Career

Burn Your Title

Unvarnished stories from a career of fixing other people's systems.