Skip to content
View DataSperling's full-sized avatar
🏠
Working from home
🏠
Working from home
  • EU Based

Block or report DataSperling

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
DataSperling/README.md

banner

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.

Pinned Loading

  1. audio-processing-api audio-processing-api Public

    Establishing OAuth2 and serialization testing strategy for upcoming ML-API

    Java

  2. soundable-EDA soundable-EDA Public

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

    Jupyter Notebook

  3. soundable-ML soundable-ML Public

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

    Python