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Matthew-Anyiam/README.md

Hey, I'm Matthew πŸ‘‹

Finance Researcher β†’ AI/Data Engineer | OpenSource Advocate | Building open financial data infrastructure

I'm a finance researcher at Eugene Intelligence working at the intersection of AI and financial data. Currently building Eugene Intelligenceβ€” think "HuggingFace for Finance".


πŸ”­ What I'm Building

Eugene Intelligence β€” AI-native financial data infrastructure

  • Extracting structured data from the hardest parts of SEC filings (debt schedules, lease obligations, complex footnotes)
  • Building open datasets and tools for quant teams, AI agent builders, and researchers
  • Making financial data accessible for the agentic era

FinExtract β€” Fine-tuning LLMs for SEC filing extraction

  • Training Qwen2.5-3B on financial document extraction tasks
  • Benchmarking open vs. closed models on financial disclosure extraction
  • Paper in progress for ICLR 2026 Workshop on Advances in Financial AI

πŸ“š Research

  • SSRN Top Paper Author β€” Application of Natural Language Processing in Unstructured Financial Data: A Comprehensive Survey and Implementation Framework
  • MSc Finance β€” Georgia State University & Queen Mary University of London (Dual Degree)

πŸ› οΈ Tech Stack

Currently Working With:

Python Β· SQL Β· AWS Β· HuggingFace Β· Transformers

Learning & Building Toward:

Data Engineering Β· MLOps Β· LLM Fine-tuning Β· dbt Β· Airflow

🌱 Building in Public

I share my journey building at the intersection of AI and finance:


πŸ“Š Current Focus (2026)

β”œβ”€β”€ 🎯 FinExtract paper β†’ (Jan 30 deadline)
β”œβ”€β”€ πŸ—οΈ Eugene Intelligence MVP β†’ June 2026

πŸ’¬ Let's Connect

If you're working on financial AI, alternative data, or AI infrastructure β€” I'd love to chat.

  • Interested in Eugene Intelligence or potential collaboration? Open an issue or DM me.
  • Want to contribute to FinExtract research? Let's talk.

Making financial data work for AI, one footnote at a time.

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