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8 followers · 5 following
  • São Carlos - SP

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montillha/README.md

👋 Hi, I'm Mariana Almeida

Software Engineering undergraduate passionate about backend systems, database architecture, and Retrieval-Augmented Generation (RAG) applications.

📬 Contact

📧 montilhamarianna@gmail.com
💼 https://www.linkedin.com/in/mariana-almeida-793344277/

🎓 Education

Software Engineering Undergraduate (5th semester)
Instituto Federal de São Paulo – São Carlos Campus

Currently working as a Full Stack Intern.

🚀 Interests

  • Backend Development
  • Database Systems & Data Modeling
  • Generative AI Applications
  • Continuous learning in Software Engineering

🧠 Technical Skills

Backend

  • Java
  • Spring Boot
  • C# (ASP.NET MVC)

Web

  • React
  • TypeScript
  • JavaScript
  • HTML
  • CSS

Programming

  • Python
  • C

Databases

  • Relational Databases: PostgreSQL, Oracle
  • NoSQL Databases: MongoDB, Cassandra, Redis

🌎 Languages

  • Portuguese — Native
  • English — Intermediate

🤖 Highlighted Projects

🧠 Generative AI Virtual Assistant

🔗 https://github.com/montillha/assistente-virtual-PPC-BES

RAG-based virtual assistant for querying academic documents.

  • Built PDF ingestion and chunking pipeline
  • Generated embeddings with Sentence Transformers
  • Implemented semantic search using Chroma
  • Integrated Gemini via LangChain
  • Evaluated performance using BERTScore and RAG metrics

🔬 StArt – Systematic Review Tool (Research Contribution)

🔗 https://github.com/pet-ads/systematic-front

Frontend contribution in an undergraduate research project supporting systematic literature reviews.

  • API data integration
  • Interactive charts and tables
  • React + TypeScript feature development

Pinned Loading

  1. assistente-virtual-PPC-BES assistente-virtual-PPC-BES Public

    Assistente virtual que utiliza inteligência artificial para fornecer respostas sobre o PPC de Engenharia de Software do Instituto Federal de São Paulo.

    Jupyter Notebook

  2. products-api products-api Public

    REST API for product management built with Spring Boot, with unit tests, CI and automated releases with GitHub Actions.

    Java

  3. fereziniNi/FoodFlow fereziniNi/FoodFlow Public

    Java 2

  4. pet-ads/systematic-front pet-ads/systematic-front Public

    Front-end for StArt tool

    TypeScript 2 10

  5. data-structure-c data-structure-c Public

    Exercícios de Estrutura de Dados

    C

  6. FastTripPlanner FastTripPlanner Public

    Android app for quick trip cost planning with multi-screen navigation using Intents.

    Kotlin