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Hi, I'm Alex!

I'm a software developer with a diverse background and a passion for machine learning, data analytics, life sciences, and the intersections of the three.

My professional history is a mixture of academic and industry work, contributing to both open and closed source projects with a general focus on life sciences and bioinformatics.

I have experience with full-stack web application development, data analytics dashboards, machine learning analyses, and more.

  • šŸ”­ Iā€™m currently working on ARETE, an HPC-ready bioinformatics pipleline for the detection of AMR and virulence factors.
  • šŸŒ± Iā€™m currently learning C# for game development as a hobby.
  • šŸ‘Æ Iā€™m looking to collaborate on data analytics and/or dashboards
  • šŸ¤” I would love the chance to work on a project using a GraphQL, like Arango or Neo4J
  • šŸ“« Reach me on LinkedIn
  • šŸ˜„ Pronouns: He/Him

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Alex Manuele's Projects

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

hamronization icon hamronization

Parse multiple Antimicrobial Resistance Analysis Reports into a common data structure

honors_thesis_code icon honors_thesis_code

Code dump for Honor's thesis. Includes SVM optimizaiton, data processing with pandas, neural networks with Keras

indizio icon indizio

A visual analytics tool to investigate correlated data structures using heatmaps, networks, and network statistics.

js-data-table icon js-data-table

A table for manipulating data output from a genomics tool. Temporary repo, will delete after incorporating into tool

meetingmakr icon meetingmakr

A tiny Django project for choosing presenters in a meeting. Mostly an exercise in learning how AJAX can allow CRUD forms in modal.

my-hours icon my-hours

A simple Android app used to keep track of hours payable in a two week pay period.

namrbourhood icon namrbourhood

Investigating the genomic context of focal genes across assembled genomes

pagel2graph icon pagel2graph

Tools for converting Pagel results to GraphML format and subsequently filter the GraphML.

peppan icon peppan

Phylogeny Enhanded Prediction of PAN-genome

psyence icon psyence

Mostly a test repo for deploying web applications.

quorem icon quorem

QUOR'EM: Query, Update, Organize, and Render 'EM

sequence-embedding icon sequence-embedding

Representation learning of prokaryotic marker genes. Code for training byte-pair encoding tokenizer, DNA sequence language model, and 16S sequence vector embeddings.

tpg_breakout icon tpg_breakout

Basic implementation of Malcom Heywood's Tangled Program Graph for game playing agents

tpg_spaceinvaders icon tpg_spaceinvaders

Implementation of Tangled Program Graph game playing agent, along with several experiments of state preprocessing.

unix-unique-command icon unix-unique-command

a C program which uses a linked list to store input from stdin and output the unique strings encountered to stdout.

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