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levsan13/README.md

Hi, I'm Sergio Levy 👋

2D materials and AI.
Ph.D. candidate in condensed matter physics at UFC · customizing open-source LLMs at Kunumi Lab UFC

Website ORCID X Linktree


About me

  • 🔬 Ph.D. candidate in Condensed Matter Physics at the Universidade Federal do Ceará (UFC), where I also earned my bachelor's and master's degrees in Physics.
  • 🌊 I simulate wave packet dynamics in graphene, in C, C++ and Python.
  • 🤖 Since September 2025 I've been at the Fundação Cearense de Pesquisa e Cultura (FCPC), on the Kunumi Lab UFC project, customizing open-source large language models for process automation.
  • ⚡ Finishing a technical degree in Electrotechnics at IFCE: microcontrollers, embedded firmware, instrumentation, signal conditioning and industrial control.
  • 🌎 Based in Brazil · Portuguese and English

Research

LLMatter2D
DOI

A retrieval-augmented LLM for the analysis and discovery of two-dimensional materials: DFT, ARPES, tight-binding models and Archimedean lattices.
Nearest-neighbour tight-binding bands of the 11 Archimedean lattices
Wave-Packet-propagation-curvature
Split-operator simulation of the time evolution of a Gaussian wave packet in monolayer graphene with a smooth, non-uniform out-of-plane deformation. C/C++, with plotting in Python.

Projects

AI and LLMs

Project What it does
wabot_python FastAPI service that connects the WhatsApp Cloud API to OpenAI, Anthropic and Google Gemini, with runtime provider switching, automatic fallback, conversation memory, voice-note transcription and image/PDF understanding.
case-vicio-ia-classificacao Decides, for each question, whether to publish it under a topic of a taxonomy, send it to a teacher for review, or mark it as off-taxonomy, with no language model in the decision. Plain Python, no dependencies.

Live streaming and community tools

Project What it does
StreamDeck-Obs A Stream Deck for OBS that runs in an old iPad's browser. Dependency-free Python plus an ES5 page.
holyrics-obs-label Local server that publishes only the lyric currently on air in Holyrics, styled on a transparent background, ready to use as an OBS browser source.
python-ShareScreen Shares the whole screen or a single Windows window, with audio, to any browser on the local network. One Python script.
Sorteio-RifaDigital Drawing page for a charity raffle: load the rifa.digital report and it picks a winner at random, with fireworks and confetti.
IBVB-Campanha Mobile-first Pix donation campaign site built on the Mercado Pago API and MySQL, updating the total as payments are confirmed.

Tools I use

Python C C++ Jupyter TensorFlow FastAPI HTML5 JavaScript MySQL OBS Studio

Popular repositories Loading

  1. Wave-Packet-propagation-curvature Wave-Packet-propagation-curvature Public

    My graduation: Split-operator simulation of the time evolution of a Gaussian wave packet in monolayer graphene containing a smooth, non-uniform out-of-plane deformation. Written in C/C++, with a sm…

    C++ 1

  2. wabot_python wabot_python Public

    A Python (FastAPI) API that connects the WhatsApp Cloud API to three LLM providers — OpenAI, Anthropic and Google Gemini — with runtime provider switching, automatic fallback, conversation memory, …

    Python 1

  3. Sorteio-RifaDigital Sorteio-RifaDigital Public

    Página de sorteio da Grande Rifa Online em prol da festa do Dia das Crianças da IBVB Santa Cecília. Você carrega o relatório .xlsx da rifa.digital, informa quantos pontos a rifa tem, e a página sor…

    HTML 1

  4. LLMatter2D LLMatter2D Public

    Retrieval-augmented LLM for the analysis and discovery of 2D materials (DFT, ARPES, tight-binding, Archimedean lattices)

    Python 1

  5. levsan13 levsan13 Public

    Config files for my GitHub profile.

  6. IBVB-Campanha IBVB-Campanha Public

    This site was developed to manage a Pix donation campaign using the Mercado Pago API. The system is optimized for mobile use, integrates with a MySQL database, and automatically updates the total a…

    HTML