David S Thomas's repositories
ESG_clustering
A tool to cluster ESG stocks and cryptocurrency by return data to identify similar assets with higher ESG scores.
esg_risk_parity
Constructing a portfolio of crypto and stock assets utlizing ESG scores as well as machine learning models to predict buy / sell signals after establishing asset weights using hierarchical risk parity models.
community_connect
A decentralized application to facilitate an ecosystem of donors, non-profits, and end users in the distribution of aid.
algo_training_model-school-project-
A machine learning model to optimize investment returns based on various technical indicators
application_optimizer
App to optimize an applicant's resume to match job openings
babette_llm
Access Point for Babette to use the various
bakespace_ai_api_docs
A streamlit representation of detailed documentation for the bakespace ai fastapi backend.
basic_blockchain_ledger-school-project-
creating a simple, verifiable blockchain ledger with a ui generated by Streamlit
climate_predictors
The goal of this project is to use publicly available data from the US Census as well as climate change induced population migration models to identify investment opportunities and public infrastructure needs in communities that will see outsized growth.
credit_assessor-school-project-
Using supervised learning with imbalanced data sets to evaluate credit risk
kids_learn
A lightweight Streamlit app to help kids learn about different topics using a socratic conversatin with a large language model.
chia_restaurant
An AI app to create a restaurant concept from scratch based on the overall concept, location, and name
co_writer
Repo for co_writer to present to Kevin / Nvidia
CommunityCreek
An app to aggregate local products and facilitate their delivery, providing an alternative for consumers to search and purchase items locally rather than a giant corporation that ships from all over the place.
crypto_kmeans-school-project-
Using k-means to cluster a potential crypto portfolio for optimization.
dave_claude
A simple interface for me to interact with Claude-3 LLM
fintech_finder-school-project-
A web3 app that allows users to find and pay fintech professionals using the via the ethereum blockchain.
instalicious
Basic Framework for instalicious app
instamagic
An app to help users generate amazing instagram posts based on a topic and / or an image.
mercado_time_series_analysis-school-project-
Utilizing time series analysis and Facebook Prophet to assess how Google search traffic may translate into stock performance for MercadoLibre
organic_certify
tool to help farmers in middle tennessee get certified organic
pr_prophet
the one and only
remix_joint_account-school-project-
A smart contract to create a joint bank account that can be interacted with from two accounts
sf_real_estate-school-project-
Modeling San Francisco real estate data via geospatial visualizations to identify potential investment opportunities.
thomas_tree
app to display family tree information
vclone-test1
demo of vocal cloning capabilities
venture_success_predictor-school-project-
A deep learning model to predict whether or not a startup will be successful or not.