Benedicts Blog

Exploring Deeplearning

I’ve been immersing myself in PyTorch and fastAI for some time. Everything I’ve absorbed can be categorized into three main areas: FastAI setup, the FastAI course, and deep learning.

Benedict Thekkel

Exploring Machine Learning

I’ve developed two libraries to delve into machine learning techniques. The ML repo delves into various methods, while MLtools provide in-depth exploration of commonly used libraries that assist in ML development, such as matplotlib, numpy, pandas, scipy, and more.

Building, testing and Deploying Time-Series ML models

During my internship, I was tasked with developing models to forecast electricity usage for an electricity monitoring company.

Benedict Thekkel

Adventure into Web and App development

I came to the realization that knowledge of AI along isn’t that useful unless you can deploy it the public. Hence my interest into web development.

Benedict Thekkel

Creating Pypi Library

I’ve been utilizing nbdev to generate webpages from GitHub repositories. However, nbdev’s main function is to produce Python libraries for distribution via conda and pip. I’ve developed a Python library named NbdevAuto for this purpose.

Benedict Thekkel

Future Plan

Breakdown of future learning goals

Benedict Thekkel

Future Map

Benedict Thekkel