Saikat Kumar Dey
Access BQ from Python
How to access BQ from Python?
Mar 15, 2024
Why are mobilenets so fast?
Let’s try to understand what differentiates mobilenets from standard CNN architectures
Nov 26, 2023
SnapSort - Sorting your photos locally using OpenAI’s CLIP model
SnapSort is a CLI tool that uses OpenAI’s CLIP model to sort your photos locally.
Nov 14, 2023
How to Run Large Language Models on Your Laptop with Ollama.ai
You can easily run LLMs on your laptop with Ollama.ai. This post shows you how.
Oct 10, 2023
Minimalist iOS Habit Tracking App
I built a simple, offline habit tracking app for myself using SwiftUI to learn practical iOS development skills and end up with a custom productivity tool tailored to my needs.
Jul 11, 2023
How to Live on 24 Hours a Day by Arnold Bennett
A short review
May 21, 2023
I summarised a 3 hour long youtube video using Langchain + Claude
I used Langchain + Claude to summarise Sam Altman’s testimony to the US Senate on AI. The video is 3 hours long and the transcript has about 30k+ tokens. I used Langchain to…
May 18, 2023
Beyond F1: using the Fbeta_score for better model evaluation
Learn how to use the Fbeta_score, a powerful and flexible evaluation metric for classification tasks that allows the user to adjust the balance between precision and recall.
Dec 1, 2022
Solving Class Imbalance with Focal Loss
Focal loss is an effective technique for addressing class imbalance in machine learning by weighting the loss function to focus on hard-to-classify examples.
Dec 1, 2022
How to love what you do
Thoughts on creating passion for your work
Jul 2, 2022
Mastering Common Patterns to Solve Leetcode Problems
Knowing these patterns can help you solve most of the problems in leetcode.
Jul 1, 2022
Walking helps you solve difficult bugs
Walking helps you think better
Jun 15, 2022
Accuracy Is a Poor evaluation Metric
Issues with using accuracy as an evaluation metric and what you should use instead
Jun 7, 2022
Secret of Success by Mark Twain
Timeless wisdom
Jun 3, 2022
The Importance of Focusing on One Thing at a Time
Take a step back and breathe
May 30, 2022
Never Too Late: The Inspiring Story of Van Gogh
It’s never too late to start pursuing your dreams
May 29, 2022
The Power of Consistent Investing
Note to self on investment.
May 28, 2022
Building Pandas Dataframes From Ndarrays
How to convert multi-dimensional numpy arrays to pandas dataframe?
Sep 28, 2021
A Simplified Implementation of Quicksort
A simple implementation of quicksort that trades space complexity for readability
Sep 5, 2021
Deep Neural Networks for YouTube Recommendations
Paper summary on how to generate relevant YouTube recommendations
Aug 29, 2021
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