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Notable Repos

🎯 BeatShot (Unreal Engine 5 Game)

🌐 BeatShot Web Application using NextJS and Docker. You can view the live website at beatshot.gg

📺 Anime Recommender System using UBCF, IBCF, SVD, ALS, and a hybrid model.

🔫 CS:GO Match Predictions using Perceptron, Logistic Regression, Random Forest, and Naive Bayes from scratch.

🎯 Reinforcement Learning for Aim Training using Sarsa and Q-Learning.

🚄 PageRank, Matrix Transpose, 1D Stencil Operation, TRMM: Parallel Optimization using SIMD, OpenMP, and MPI.

Occasionally, I write to the Developer Blog on BeatShot's website.

Mark Cunningham's Projects

aws-ses-json-creator icon aws-ses-json-creator

Takes a spreadsheet with template variables as column names and outputs them in json format for the send-bulk-templated-email command.

csgo-match-predictions icon csgo-match-predictions

Predictions of CS:GO match winners using Perceptron, Logistic Regression, Random Forest, and Naive Bayes from scratch.

speedyrecs icon speedyrecs

Speedy Recs is an anime recommender system devolped in RStudio using UBCF, IBCF, SVD, ALS, and a hybrid model.

trmm-optimization icon trmm-optimization

Applies various parallel optimization techniques to TRMM (triangular matrix times multiplication)

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