Eldred Scribe
Turns hour-long investment podcasts into research-ready notes in minutes — local Whisper transcription + a quantized local LLM.
Submerged in using data to make positive change
Christopher Pinkston
Selected work
Endeavors
Projects across software, machine learning, and finance. Click any tile for the full write-up.
Asclepius AI
A wound-classification application that simplifies the clinical workflow while staying HIPAA-compliant, built during an internship at MDM Wound Ventures.
Prosper AI
An ML-driven portfolio manager that simplifies investing using real-time market data, key financial ratios, and an LLM chatbot.
Simple Compiler
A code translator that converts a custom language into Python via tokenization and regex-based lexical analysis.
MetaFood
A restaurant recommendation tool for Paris that standardizes ratings across review counts so the scores are actually comparable.
Investment Analysis
Market research into an aging-population thesis, with a correlation-matrix analysis and a risk-hedging strategy using cash-secured puts.
Financial Formatter
Python tooling that automates the tedious formatting of financial statements so I could spend time on analysis instead of layout.
Personal website
This site — iterated since 2019 and rebuilt on Astro with a Markdown-driven content workflow.
Quantum Networking Research
Research into communication built on the principles of quantum mechanics — entanglement, QKD, and the road toward a quantum internet.
President of Data Science & Software Engineering Association
Led the American University of Paris's DS & SE Association — strategy, events, workshops, and securing funding for learning resources.
Latest writing
From the blog
Rebuilding my site for a faster writing workflow
Why I moved from hand-written HTML to a Markdown-driven Astro site — and how I now publish by dropping a file in a folder.