sadovsd
Data science practitioner interested in using LLMs to extract insights from unstructured data.
Pinned Repositories
semanticscholar
Unofficial Python client library for Semantic Scholar APIs.
BERTopic
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
crypto-price-prediction-ML-pipeline
Forecasting Ethereum return quantiles using a handful of different statistical learning models and selecting the best based on out of sample error. Hopsworks feature store and model registry is used to automate the process. Ethereum quantile returns are predicted daily and displayed on a Streamlit dashboard.
lens-regeneration-analysis
Newt lens regeneration data analysis involving a negative binomial regression model to see the relationships between age, recovery time, and the count of cells that have begun to regenerate.
platypus-genome-annotation-comparison
Analysis of different versions of Platypus Gene Annotations from the Ensembl database. Includes a basic frontend to present data, hosted using a Miami class server. The backend is a database containing gene data that a user can query through the frontend.
react-portfolio-website
Sleek, modern, and logical portfolio website, ideal for software developers and data scientists/analysts to showcase their work
sas-cpi-viewer-backend
A data visualization backend that uses saspy python module inside of flask to connect to SAS OnDemand server and retrieve data from CPI government files.
semantic-scholar-visualizer
Extract and process academic paper data (authors, citation counts, influential citation counts, references )from any search query, cluster the papers based on their abstracts, and analyze their features using R and RShiny
sadovsd's Repositories
sadovsd/crypto-price-prediction-ML-pipeline
Forecasting Ethereum return quantiles using a handful of different statistical learning models and selecting the best based on out of sample error. Hopsworks feature store and model registry is used to automate the process. Ethereum quantile returns are predicted daily and displayed on a Streamlit dashboard.
sadovsd/lens-regeneration-analysis
Newt lens regeneration data analysis involving a negative binomial regression model to see the relationships between age, recovery time, and the count of cells that have begun to regenerate.
sadovsd/platypus-genome-annotation-comparison
Analysis of different versions of Platypus Gene Annotations from the Ensembl database. Includes a basic frontend to present data, hosted using a Miami class server. The backend is a database containing gene data that a user can query through the frontend.
sadovsd/react-portfolio-website
Sleek, modern, and logical portfolio website, ideal for software developers and data scientists/analysts to showcase their work
sadovsd/sas-cpi-viewer-backend
A data visualization backend that uses saspy python module inside of flask to connect to SAS OnDemand server and retrieve data from CPI government files.
sadovsd/semantic-scholar-visualizer
Extract and process academic paper data (authors, citation counts, influential citation counts, references )from any search query, cluster the papers based on their abstracts, and analyze their features using R and RShiny