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datasperling Goto Github PK

followers: 0.0 following: 0.0 repos: 5.0 gists: 0.0

Type: User

Location: Based in the EU

Interests:

Intersection of traditional software development (Java, Spring, REST, SQL) and data science (Python, R, Scala, Spark, CNN)
Application of these technologies to scientific problems.

Current Projects:

soundable: Client server application which integrates machine learning to identify real-world audio samples.
soundable-ML: CNN pipeline to develop AI models for audio recognition suitable for integration into REST-API's.
soundable-FX: JavaFX client for preprocessing audio data for efficient onward transmission.
soundable-API: REST API to serve, store and search data for soundable-FX client.

datasperling's Projects

audio-processing-api

Establishing OAuth2 and serialization testing strategy for upcoming ML-API

datasperling

Config files for my GitHub profile.

p-values-from-the-null-distribution

An example of how to calculate p-values from real-world experimental data using R and what they mean for statistical inference.

soundable-eda

Soundable-EDA is an exploratory data analysis pipeline for deconvolution of audio samples as a precursor to feature extracting with supervised machine larning.

soundable-ml

ML-pipeline for audio analysis combining mel-type deconvolution with hierarchical CNN

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