Python

Playlist2vec: DIY Autoscaler For Docker Swarm - 2

Experiments with (auto)scaling for the demo app on Raspberry Pi built for the vector-based retrieval system described in the post "Building Music Playlists Recommendation System."

Playlist2vec: A Raspberry-Pi Powered Vector Search System - 1

Demo app built on Raspberry Pi for the sequence-to-sequence model described in the post "Building Music Playlists Recommendation System"

This & That Music

A music discovery platform that lets you explore music across genres for a tailored, genre-fluid experience.

Next Stop, Vector Databases: Building a Music Discovery App - 3

Documenting the lessons from integrating vector databases into our discovery system outlined in "Bit Of This, Bit Of That: Revisiting Search & Discovery"

Say Hello To Microservices: Building a Music Discovery App - 2

Documenting the lessons from transitioning to a microservices architecture in our discovery system outlined in "Bit Of This, Bit Of That: Revisiting Search & Discovery"

Of Monoliths & In-Memory Litter: Building A Music Discovery App - 1

Documenting the lessons from our initial monolithic approach in our discovery system outlined in "Bit Of This, Bit Of That: Revisiting Search & Discovery"

Building Music Playlists Recommendation System

Content taken from our paper titled “Representation, Exploration, and Recommendation Of Music Playlists”

End-to-end learning for Self-Driving Cars

Teaching a car to drive autonomously using computer vision and deep learning.

Traffic Sign Classification

German Traffic Sign classification using deep learning.

Lane Finding for Self-Driving Cars

Using computer vision techniques for lane finding for self driving cars.