Pinned Repositories
120-Data-Science-Interview-Questions
Answers to 120 commonly asked data science interview questions.
ai-image-generator
This is an AI image generator created using Stable Diffusion.
angular-find-devs
An app to find developers in a specific city based on their programming language. Built in Angular 4 using Angular CLI, TypeScript, Node.js, and of course Javascript.
bitparrot
An app I created so developers can track the info they need: now includes Twitter API feeds and Machine Learning, Python, and Ruby on Rails sections. Update: no longer being served, leaving public for the code.
Fed_Funds_ML
Use machine learning (NLP) to demonstrate whether Federal Funds rate changes can be accurately predicted using just the FOMC - the US Federal Reserve Bank - meetings minutes.
LLM-LangChain-PP-Summ
A discovery workbook to investigate LLM and LangChain approaches to summarize company privacy policies
mbonat_site
This is my (old) personal website. I built it in Ruby on Rails with Haml and other tools. Includes: portfolio section, resume, speaking, and blog with the most recent blog post on the home page. It's open source feel free to fork it.
Predict_Customer_Churn_ML
A case study on predicting customer churn using machine learning.
tf_text_classify
The classic movies redux with machine learning using TensorFlow and Keras.
tt-chatbot-gemini-safety
Implementing responsible AI safety guardrails on a chatbot using the Google Gemini API
michellebonat's Repositories
michellebonat/mbonat_site
This is my (old) personal website. I built it in Ruby on Rails with Haml and other tools. Includes: portfolio section, resume, speaking, and blog with the most recent blog post on the home page. It's open source feel free to fork it.
michellebonat/aisquared
The public repo
michellebonat/ai-image-generator
This is an AI image generator created using Stable Diffusion.
michellebonat/LLM-LangChain-PP-Summ
A discovery workbook to investigate LLM and LangChain approaches to summarize company privacy policies
michellebonat/tt-chatbot-gemini-safety
Implementing responsible AI safety guardrails on a chatbot using the Google Gemini API
michellebonat/ai-hedge-fund
An AI Hedge Fund Team
michellebonat/AI-Summit-ODSC-2025-ECom-Agent
An exercise to build an ecommerce agent
michellebonat/aisquared-end-to-end
End-to-End examples of using the aisquared Python SDK to create .air files for use within the AI Squared Extension
michellebonat/AlloyAI_Chatbot-example
Example of chatbot with Google AlloyAI and Streamlit
michellebonat/amazon-bedrock-agents-outfit-assistant
This repo contains code for a demo of Amazon Bedrock Agents outfit assistant.
michellebonat/applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
michellebonat/aws-multi-agent-orchestrator
Flexible and powerful framework for managing multiple AI agents and handling complex conversations
michellebonat/awsagentapi
These templates will create a Knowledge Base and Agent on Amazon Bedrock with a public API on AWS
michellebonat/blacklight-collector
michellebonat/chatgpt-api
Node.js client for the unofficial ChatGPT API. 🔥
michellebonat/ckan
CKAN is an open-source DMS (data management system) for powering data hubs and data portals. CKAN makes it easy to publish, share and use data. It powers catalog.data.gov, open.canada.ca/data, data.humdata.org among many other sites.
michellebonat/coding-money-chatbot-example
michellebonat/create-react-app
Set up a modern web app by running one command.
michellebonat/create-react-app-auth-amplify
Implements a basic authentication flow for signing up/signing in users as well as protected client side routing using AWS Amplify.
michellebonat/Dev_AIChatbot_NLP
A basic tutorial on how to create a smart chatbot using AI and NLP
michellebonat/drift-detection-workshop
michellebonat/genai-databases-retrieval-app
michellebonat/gym-fraud-rl
💳 Creates a new gym environment for credit-card anomaly detection using Deep Q-Networks (DQN) and leverages Open AI's Gym toolkit to allocate appropriate awards to the RL agent.
michellebonat/langchain-text-summarization
Text Summarization App built using Langchain and Streamlit
michellebonat/nlp-lab
Building an NLP-powered search index with Amazon Textract and Amazon Comprehend
michellebonat/ODSC-East-2022-Interpretability
From workshop
michellebonat/ploomber
Write maintainable, production-ready pipelines using Jupyter or your favorite text editor. Develop locally, deploy to the cloud. ☁️
michellebonat/realtime-indexer-qa-chat-example
Streamlit app providing real-time question-answering chat over a document collection.
michellebonat/sentimentAnalysisLab
michellebonat/ydata-synthetic
Synthetic structured data generators