What I’m doing right now
Between surviving my third year of Data Science and beating Python into submission via the 100 Days of Code challenge, I decided to actually build a portfolio. I created this corner of the internet as my digital diary to document the weekly chaos, track my projects (both the serious and the completely meaningless-yet-fun ones), and basically force myself to stay accountable.
VibeHack'26: The Clinkt Open Investigation Challenge
Originally built as a live, high-pressure hackathon case study at MLDC, I've now open-sourced the entire quick-commerce crisis challenge. Step into the arena, examine the case files, and uncover what went wrong behind the scenes at Clinkt.
Case designed from scratch by Swayam Jagtap. If you build or deploy a solution, make sure to tag me on LinkedIn or GitHub!
Latest Update
Mid-Week Drop: The Ghost Website Isn't So Much of a Ghost Anymore 👻
September 16, 2026
31 active visitors, 4 from the United States, and one very unimpressed dad.
Mid-Week Drop: MX4D, Heavy Luggage, and Max Running a Tractor to P2
September 14, 2026
A free movie, a luggage-hauling nightmare, and one very stupid CSV decision😭
Help Shape My Next Research Paper (And App Concept!)
Alongside my weekly blog updates and coding projects, I've been diving into academic research on the "Guidance Gap"—the reason why learning new skills through solo online tutorials is so frustrating.
To fix this, I’m writing a paper proposing a real-world, peer-to-peer skill-shadowing app. But before I finalize the research, I need data.
Want to be part of the project? Take 2 minutes to drop your brutally honest feedback in my anonymous survey. I'll be publishing the final insights and data right here on the site once it's done!
Live Metrics
A quick look at the dashboard of my life right now.