Bevan Stanely

Try It Live: Edge-Based Song Recommendation

You can experience the power of quantized, compressed embeddings for yourself—right here in the browser. The demo below loads a compact 1.3MB MessagePack file containing…
Sep 4, 2025
Bevan Stanely

`Pretty Little Baby` playing....

Quantized and Compressed Embeddings for Fast Edge Inference with Rust and WebAssembly

One of the most fascinating challenges in deploying machine learning models isn’t the algorithm itself—it’s how to serve them efficiently to real users at scale.
Aug 28, 2025
Bevan Stanely

Solving Transportation Problems with Python: Minimizing Transportation Costs

Supply Chain Management
Prescriptive analytics
In the competitive landscape of modern business, minimizing operational costs is essential for maintaining profitability. Transportation costs, in particular, play a…
Aug 17, 2024
Bevan Stanely

Mastering SQL Gaps and Islands: Solutions for Inventory and Subscription Period Analysis

I recently encountered the classical gaps and islands problem, an intriguing issue where the goal is to label clusters of consecutive sequences that contain gaps or missing…
Jul 6, 2024
Bevan Stanely
 

One year of MBA

On December 6th, 2022, I successfully defended my master’s thesis at Indian Institute of Science (IISc). While I had considered pursuing an MBA, I chose to focus on my…
Jun 29, 2024
Bevan Stanely
 

Understanding Stationary Stochastic Processes

This blog post cuts through the complexity to explain stationary stochastic processes simply and directly. Discover what stationarity means, explore different types like strictly stationary, weakly stationary, and more.

May 7, 2024
Bevan Stanely

Game of Thrones: Who spoke the most, and what?

datascience
I came across the Game of Thrones script for the first time in the final project of a Python course by Internshala. The idea for the project was to simply find unique words…
Nov 24, 2022
Bevan Stanely

cuda-gdb Error with libtinfo.so.5

troubleshooting
I had a fresh install of cuda-tools from the Manjaro software repository and I simply couldn’t run cuda-gdb. I was getting the following error
Jul 8, 2021
Bevan Stanely

Parallel Enhanced Whale Optimization Algorithm

Parallel Enhanced Whale Optimization Algorithm (Parallel WOAmM) is a GPU implementation of the WOAmM metaheuristic optimization algorithm in CUDA. I chose to go ahead with…
Jul 5, 2021
 

Determining the Day of the Week (Choose Your Coding Language!)

programming
Recently I have been trying to up my game in programming and had started reading this book. I came across an exercise that I thought was cool—so sharing it here. The…
Mar 2, 2021
Bevan Stanely
 

The Child Inside Me

I see a child….
poem
A piece that came to me when I was alone at the break of the dawn. Depression is hard on its own; it is more challenging when people around you want help, but their support…
Feb 16, 2021
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