Terminal Convergence

Old personal site for projects by Leo Ellis

about ME

Projects

Projects done in my spare time include a Machine Learning River forecast system, a Blockchain and a Search Engine. I code in Python and C# and I am currently a Sixth Form student in the UK.

River Severn ML forecast

Machine Learning forecast for the River Severn at Welsh Bridge, Shrewsbury coded in Python and C#.

A decentralised peer to peer system without intermediaries (central controlling servers). The program incorporates the concept of a proof of work as a consensus mechanism and digital signatures for authentication.

Github

See my Github repos, user Leo552. Projects include neural networks from scratch in C# and shallow machine learning algorithms in python from scratch.

Search Engine

See how to make Search Engine from Scratch using TF-IDF and cosine similarity in Python without the use of high-level libraries. The aim is to find relevant TED talks.

Interesting links

Artificial intelligence podcast by Lex Fridman
https://www.youtube.com/c/lexfridman
Deep Learning book
https://www.deeplearningbook.org/
Machine Learning Guide podcast by Tyler Renelle
http://ocdevel.com/mlg

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