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  • UITS, Indiana University
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shaunn17/README.md

Hi there! πŸ‘‹ I'm Shaun Figueiro

πŸš€ About Me

  • πŸŽ“ MS in Data Science @ Indiana University (Class of 2025)
  • πŸ’» AI Engineer & Data Scientist building autonomous agents and scalable AI infrastructure
  • πŸ€– Currently working on multimodal AI systems and production ML pipelines at IU Enterprise Services
  • πŸ”¬ Passionate about LLMs, autonomous agents, and real-time AI applications

πŸ› οΈ Tech Stack

Programming Languages:
Python Go SQL R Java

AI/ML & LLMs:
PyTorch TensorFlow scikit-learn Pandas OpenAI

Frameworks & Tools:
LangChain Streamlit spaCy Apache Spark

Cloud & Infrastructure:
AWS Azure GCP Docker

πŸ”₯ Featured Projects

πŸ€– NutrifyAI

AI-powered recipe generation system using LLMs and structured data validation

  • Tech Stack: Python, Streamlit, Groq Llama-3.1-8B, Mistral, Pydantic, USDA API
  • Features: Personalized recipe generation, 200k+ food items, strict JSON validation
  • Impact: Low-latency AI responses with full-stack SQLite integration

Financial anomaly detection system with multi-model AI analysis

  • Tech Stack: PyTorch, scikit-learn, GPT-4, Streamlit, Yahoo Finance API
  • Features: 64.78% fraud detection rate, real-time dashboard, automated recommendations
  • Impact: Multi-agent system with 100+ engineered OHLCV features

Multi-user drawing application with WebSockets and optimized performance

  • Tech Stack: TypeScript, Node.js, Socket.io, HTML5 Canvas
  • Features: Real-time collaboration, 20+ concurrent users, persistent storage
  • Impact: Seamless multi-user experience with sub-100ms latency

🎯 Areas of Expertise

  • Autonomous AI Agents: Multi-modal AI, LLM integration, prompt engineering
  • Production ML Systems: Scalable infrastructure, real-time processing, ensemble methods
  • Financial AI: Anomaly detection, time series analysis, automated trading systems
  • MLOps & Cloud: Azure, AWS, automated pipelines, model deployment
  • Data Engineering: ETL workflows, big data processing, API integration

🀝 Let's Connect!


⭐️ "Building the future of AI, one autonomous agent at a time" - Shaun Figueiro

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  1. NutrifyAI NutrifyAI Public

    AI-powered recipe generator that creates personalized healthy meals from your available ingredients with complete nutritional analysis. Built with Streamlit, Groq AI, and USDA data.

    Python

  2. MarketGuardian MarketGuardian Public

    A comprehensive AI-powered machine learning system for detecting unusual trading patterns and potential fraud in financial markets (equities, crypto, FX). Features multiple anomaly detection algori…

    Python

  3. Real-Time-Collaborative-Whiteboard Real-Time-Collaborative-Whiteboard Public

    A scalable real-time collaborative whiteboard enabling teams to brainstorm and draw together seamlessly. Features live collaboration, drawing tools, persistent storage, and optimized WebSocket comm…

    JavaScript

  4. syam-m/Streamlined-Healthcare-Management-System syam-m/Streamlined-Healthcare-Management-System Public

    Python

  5. Internship-and-Hackathon-Mapping Internship-and-Hackathon-Mapping Public

    JavaScript