Python

AI Research Assistant featured image

AI Research Assistant

Find relevant papers, make their contents searchable, and look across them alongside personal research notes.

Academic Hub featured image

Academic Hub

A study workspace connecting handwritten notes, textbooks, source-linked answers, and reviewed study materials.

Source Indexer featured image

Source Indexer

Find relevant course documents and passages, with references that study tools can use and readers can inspect.

RAG Analysis featured image

RAG Analysis

Answer questions from course passages and keep references that help inspect the explanation and its sources.

Indexing and Querying Academic Hub featured image

Indexing and Querying Academic Hub

Using passage search and limits on each source's contribution to build answers I can check against textbooks and notes.

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Aaron Scherf
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Notes Post-Processing featured image

Notes Post-Processing

Find plausible-looking extraction errors by checking suspicious text against the original page image.

Notes Transcription Pipeline featured image

Notes Transcription Pipeline

Turn handwritten and typed course materials into searchable notes, preserving a path back to the original pages.

Converting Academic Resources to Markdown featured image

Converting Academic Resources to Markdown

Recovering mathematical notation from page layout, and preserving references that make converted books and notes easier to check.

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Aaron Scherf
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Predicting Wheat Yields in New Environments featured image

Predicting Wheat Yields in New Environments

Compare satellite data, field records, and prediction models to investigate which wheat varieties may perform well where trials are limited.

Marker PDF Conversion featured image

Marker PDF Conversion

Convert mathematical textbooks into searchable study material, with chapter structure, figure descriptions, and references back to the book.