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mason-cao/README.md

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About Me

I'm a student working at the intersection of environmental and computer science who loves developing purpose oriented applications and custom data infrastructure with a real-world impact. Feel free to reach out to me anytime!

Featured

Project Stage Looking For Stack Signal
A.E.R.I.S Active build Climate anomaly attribution feedback, local LLM eval ideas Python, local LLMs, climate data
Detox Initial launch Testers, downloads, UX feedback TypeScript, app infrastructure
FreshTrack Initial launch Testers, launch feedback, early user notes Next.js, data-first product UX

Tech Stack & Tools

Languages Python Java C SQL TypeScript

Frontend Next.js TailwindCSS Mapbox GL JS Recharts

Backend & Databases FastAPI PostgreSQL TimescaleDB SQLAlchemy

Data Science & AI scikit-learn Pandas SHAP Ollama ChromaDB

Tools & DevOps Git Vite TanStack Query

GitHub Stats

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  1. aeris aeris Public

    Self-hosted environmental intelligence platform that detects anomalies in real-time climate data, then generates causal explanations using a locally-hosted LLM.

    Python 2

  2. multi-agent-customer-intelligence-dashboard multi-agent-customer-intelligence-dashboard Public

    Full-stack 8-agent customer intelligence dashboard with synthetic workspace generation, feature engineering, churn scoring, sentiment analysis, recommendations, and safe query support.

    Python 4

  3. freshtrack freshtrack Public

    A smart pantry dashboard with barcode scanner entries, automated expiration alerts, recipe discovery, and waste analytics.

    TypeScript 2

  4. detox detox Public

    Gamified screen time tracker for macOS that monitors app usage, sets goals, blocks distracting apps, and allows you to share your progress to let your island thrive

    Python 1

  5. MIT-6.S191-Independent-Study MIT-6.S191-Independent-Study Public

    This repo holds my code and notes from the MIT 6.S191 official lectures and labs, covering everything from basic neural networks to generative models.

    Python 2

  6. Stanford-CS224N-Independent-Study Stanford-CS224N-Independent-Study Public

    These are my notes and PyTorch implementations from Stanford's NLP course, focusing on word vectors, attention mechanisms, and building transformers from scratch.

    2