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πŸ’¬
The mechanical memories
πŸ’¬
The mechanical memories

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@IteraLabs

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IFFranciscoME/README.md

πŸ‘‹ Hey, This is Me

I Have a background on B.Eng in Financial Engineering, M.Sc in Data Science, and, PhD in Engineering Sciences for AI (Candidate). I work also as a Quant Dev & Rust Data/ML Engineer contractor for projects about DeFi and Generative A.I. space, through iteralabs.ai.

πŸ’» Projects

Name Description Official
atelier A Computational Framework for Market Microstructure Modeling. Rust / Quant / DeFi
delorian Solana transactions data artifacts and modeling Solana / Rust / MEV
molina A research agent to assist knowledge summarization of academic papers Rust / Python / RAG / LLMs
traderman Python SDK to build, train, stress-test, deploy and monitor trading strategies Python / Quant
magnetise A Rust library to find similarity between SQL queries Rust / postgreSQL / Data Engineering

πŸ₯‡ Awards

  • Best Research Paper: Mexican International Conference on Artificial Intelligence, MICAI 2024
  • Grant: Becas Nacionales de Posgrados: PhD full scolarship and stipends, SECIHTI 2024
  • Best Research Poster: Escuela de Probabilidad y Estadistica, CIMAT 2021
  • Grant: Academic Level Improvement Programm to Young Researchers, ITESO 2019

πŸ“‘ Latest Research

  • JF Munoz-Elguezabal, DF Arriaza-Alonzo. The Role of Sparse Training and Evolutionary Optimization in Volatility Forecasting Models, Research Journal on Computer Science and Computer Engineering link
  • JF Munoz-Elguezabal, BT Rojas-Mayorquin. Leveraging Data-Intensive Graph Attention Networks to Quantify the Bitcoin Blockchain True Decentralization. Pending Publication
  • More in ... scholar.google.com

πŸ“‘ Current Industry Research

  • AlgoPerf Engineeringr : Not as much as I would like to, but I try to contribute to the AlgoPerf: Training Algorithms Benchmark Results Group.

⚑ Notes and ideas

  • Fun fact: I'm still processing a couple of pages I read from GΓΆdel, Escher, Bach: an Eternal Golden Braid. Hofstadter.
  • Lets Connect !: LinkedIn

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  1. IteraLabs/traderman Public

    Python SDK to build, train, stress-test, deploy and monitor trading strategies with an agentic approach

    Python 2 1

  2. IteraLabs/magnetise Public

    A Rust library to asses the similarity between SQL queries.

    Rust 2

  3. IteraLabs/molina Public

    A Rust and Python Synthetic Integration for an agentic-LLM approach to build a research agent for local knowledge representation.

    Rust 3