About
Resume
Portfolio
Professional Projects
Bioinformatics Projects
Personal Projects
Blog
WILLIAMS--logo
WILLIAMS-logo
About
Resume
Portfolio
Professional Projects
Bioinformatics Projects
Personal Projects
Blog
William McNamara - Data Scientist
Machine Learning Projects
Hours to Minutes: Scaling User Clustering with Topological Manifold Learning
By William McNamara
•
September 19, 2025
How I made a critical segmentation algorithm 9x faster with a new approach to clustering
Extracting Patterns from Genomic Data
By William McNamara
•
December 22, 2023
A continuation of genome sequencing analysis
Dimensionality Expansion for Genome Sequencing
By William McNamara
•
August 1, 2023
Introductory methods for genome sequencing
Evolutionary feature engineering
By William McNamara
•
December 8, 2022
Evolutionary strategies for feature engineering
COVID 19 Adaptability: A Review of Analytical Methods
By William McNamara
•
December 2, 2022
Another recap of analytical methods
Dimensionality Expansion for Environmental Modeling
By William McNamara
•
September 22, 2022
Another experiment with NASA data
Creating Synthetic Data with Random Forest Modeling
By William McNamara
•
September 17, 2022
creating synthetic data for incomplete NASA dataset
Impact of Genetic Mimicry on COVID-19 Adaptability
By William McNamara
•
August 20, 2022
An exploration of different symptoms experienced after the acute illness
Methods for Genetic Classification of Covid (Part 3)
By William McNamara
•
June 2, 2022
Part 3 - a recap of methodology
Proportional Hazard in Online Gaming
By William McNamara
•
March 6, 2022
Online gaming communities need to work harder to close the gap for their female users.
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wmac131@gmail.com
10 K St SE, 20003, Washington
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