I like to write, and LLMs make it even better.

This page reflects some of my notes while learning & working with different data types.

DATA DUMP

Muno O 4/1/25 Muno O 4/1/25

Form 4 (Insider Transactions, SEC Filing)

Finding relevant features within Form 4s based on insider info, transaction details, post-transaction position, historical context, regulatory flags

Muno O 2/5/25 Muno O 2/5/25

DEF 14A (Proxy Statement, SEC Filing)

Finding relevant features within DEF 14As based on metadata, proposals, board composition, compensation, shareholder rights, governance

Muno O 1/31/25 Muno O 1/31/25

10-K (Annual Report, SEC Filing)

Finding relevant features within 10-Ks based on filing structure, risk disclosures, MD&A analytics, financial statement metrics, footnotes, ESG, semantic NLP, visuals.

Muno O 1/31/25 Muno O 1/31/25

10-Q (Quarterly Report, SEC Filing)

Finding relevant features within 10-Qs based on metadata, financial statement metrics, qualitative sections and risk disclosures, footnote, ESG, semantic NLP

Muno O 1/31/25 Muno O 1/31/25

8-K (Current Report, SEC Filing)

Finding relevant features within 8-Ks based on filing metadata, item code information, text metrics, sentiment features, financial disclosures, topic modeling, named entity recognition, timing and temporal metadata