Mitchell Medeiros
Home
Hi,welcome to my portfolio!
I’m a software engineer with a passion for creating. You can see some of my open source projects and dev skills below.
Hey,welcome to my portfolio!
I’m a software engineer with a passion for creating. You can see some of my open source projects and dev skills below.
Open Source Projects
MLCompare Python Library
A PyPi package enabling unified testing and evaluation of ML models across multiple libraries on one or more datasets.
Supports data retrieval from popular online repositories, common data preprocessing steps, and data and best performing model saving. Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â
Portfolio Assistant
An LLM powered RAG agent that can answer questions about my professional experience and skills as well as some personal info!
Built using Claude 3.5 within AWS Bedrock, Lex, Lambda, CloudFront, and Pinecone serverless vector database.
You can try it out here using the chat 💬
Trading Optimization
A backtesting web application that automates walk-forward optimization of trading strategies and provides trade visualization and results for each window.
The app utilizes Postgres, Redis, and Plotly Dash for the backend and runs on a Linux server.             Â
Economic Data Pipeline
A web application made with Dash. It makes API requests to several major economic data providers, processes and merges the data, allows for data cleaning, and stores the result in a Postgres database.
Tables can be loaded, cleaned, and rewritten to the database.
Midnight Xenon Theme
A minimalistic VS Code theme with consistent syntax highlighting with semantics enabled.
The theme features hand-crafted coloring for the entire UI and full highlighting support for Python, Java, Scala, Jupyter, Markdown, JSON, XML, YAML, HTML, .env, and .ini, with more to come!
Tools and Skills
- All
- Languages
- Databases
- Tools
- Python Libraries