Abuzar Mahmood – Medium

Abuzar Mahmood

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Probabilistically determining the number of components for unsupervised learning

An excursion into Bayesian Nonparametrics for changepoint modelling

Oct 11, 2022

Probabilistically determining the number of components for unsupervised learning

Oct 11, 2022

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Weeding out noise with ML

Using XGBoost for improving data preprocessing and semi-automating user data selection

Jul 29, 2022

Weeding out noise with ML

Jul 29, 2022

blechRNN: Denoising and Latent Space Discovery for Multivariate Time Series with Autoregressive…

Time series data is ubiquitous, spanning fields from finance and healthcare to sensor networks and industrial process monitoring. However…

Feb 24

blechRNN: Denoising and Latent Space Discovery for Multivariate Time Series with Autoregressive…

Feb 24

🤖 Leveraging AI Agents for Automated GitHub Issue Response: The Blech GitHub Bot

In the ever-evolving landscape of software development, managing open-source projects effectively has become increasingly challenging. As a…

Jan 20

🤖 Leveraging AI Agents for Automated GitHub Issue Response: The Blech GitHub Bot

Jan 20

Offloading the heavy-lifting to AWS Lambda with Docker

In a previous post (link), I talked about creating a personal, searchable database for scanned documents using Optical Character…

Oct 22, 2024

Offloading the heavy-lifting to AWS Lambda with Docker

Oct 22, 2024

Let AI do the work a.k.a. Rapid deployment using Streamlit apps

In many academic labs, despite our accelerating utilisation of computers, I have seen that a lot of important documentation still happens…

Jun 24, 2024

Let AI do the work a.k.a. Rapid deployment using Streamlit apps

Jun 24, 2024

Automating Data-Processing Pipeline Testing using Prefect 2.0

For open-source contributions to work, someone needs to make sure that new additions to the code-base don’t break anything else. This is…

Mar 15, 2024

Automating Data-Processing Pipeline Testing using Prefect 2.0

Mar 15, 2024

Supervised (a.k.a. Task-specific) dimensionality reduction

We often encounter data with more features/dimensions than we know what to do with. Many of them are correlated (even collinear), many of…

Feb 19, 2024

Supervised (a.k.a. Task-specific) dimensionality reduction

Feb 19, 2024

Fully Automating Neural Data Processing with Machine Learning

Introduction

Jan 30, 2024

Fully Automating Neural Data Processing with Machine Learning

Jan 30, 2024

OverlySpecificGPT — Creating your custom LLM Chatbot with Retrieval Augmented Generation

The rapid rise of Large Language Models (LLMs) has been both very exciting and slightly concerning. While it raises questions like “Will…

Jan 12, 2024

OverlySpecificGPT — Creating your custom LLM Chatbot with Retrieval Augmented Generation

Jan 12, 2024

Abuzar Mahmood

Abuzar Mahmood

PhD candidate studying neural dynamics of taste processing. Enthusiastic about big data and machine learning. Always looking for new learning opportunities.

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