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Elena-Jiyoung/README.md

πŸ‘‹ Hi there, I'm Elena Choi!

πŸš€ Aspiring Software Engineer | AI & NLP Enthusiast | Full-Stack Developer
πŸ“ Penn State University | Computer Science Major & Mathematics Minor
πŸ’‘ Passionate about AI-driven solutions, NLP, full-stack development, and impactful technology for social good.


🌟 About Me

  • πŸ’‘ I love building AI-powered applications that drive social impact, financial literacy, and automation.
  • πŸ’» Experienced in Software Development, Full-Stack Engineering, AI/ML, and NLP Chatbot Systems.
  • πŸš€ Former Nittany AI Alliance Team Lead | Led SmartOCR, an AI-driven document processing system.
  • πŸ“ˆ Passionate about fintech, sustainability, and generative AI applications.
  • 🌎 International student, adventurous problem solver, and lifelong learner!

πŸš€ Featured Projects

πŸ”Ή FinWise – AI-Powered Financial Assistant (Ongoing πŸš€)

πŸ’° AI-driven personal finance chatbot that provides budgeting insights, emotion-aware financial guidance, and gamified savings tracking.

πŸ”Ή Tech Stack: Next.js, React, Node.js, Firebase, OpenAI GPT-4, Plaid API, Financial Modeling Prep API
πŸ”Ή Key Features:
βœ… Conversational AI Chatbot for financial coaching
βœ… Bank Transaction Insights with AI-powered categorization
βœ… Goal Tracking with Gamification (interactive financial habits formation)
βœ… Emotion Detection & Sentiment Analysis for Personalized Advice


πŸ”Ή LLM-Based TE Connectivity Chatbot – AI-Driven Machine Engineers Chatbot (Ongoing πŸš€)

πŸ’‘ An AI-powered chatbot that retrieves and interprets information from machine manuals to assist TE Connectivity's engineers with maintenance, troubleshooting, and analysis.

πŸ”Ή Tech Stack: GPT-4-mini, Llama/DeepSeek (TBD), HTML, CSS, JavaScript, Python Django, MongoDB (Transitioning to Local Storage), LangChain, RAG, ChromaDB
πŸ”Ή Key Features:
βœ… Conversational AI Chatbot for instant search within machine manuals
βœ… RAG-powered document search for precise retrieval
βœ… Vectorized manual embeddings for rapid lookup
βœ… Real-time AI-powered troubleshooting assistance
βœ… Scalable & Secure Storage using Local Storage and ChromaDB


πŸ”Ή SmartOCR – AI-Powered Document Processing System

πŸ“„ LLM-driven transcript processing system that automates text extraction, structuring, and error handling for university admissions.

πŸ”Ή Tech Stack: GPT-4, Litestar, SQLAlchemy, MySQL, Vue 3, Azure, Docker
πŸ”Ή Key Features:
βœ… OCR + AI Model for extracting structured data from transcripts
βœ… Database-driven pipeline for efficient transcript processing
βœ… Error-handling pipelines and User Dashboard for displaying statistics


πŸ”Ή Telepossible – AI-Powered Remote Healthcare Platform

🌍 NGO initiative that provides free medical services via AI-powered virtual consultations.

πŸ”Ή Tech Stack: AWS S3, React.js, Node.js, MySQL, Socket.io, Postman
πŸ”Ή Key Features:
βœ… Free Video Calls between doctors and patients
βœ… Global Appointment Accessibility with enabling language and timezone options βœ… Cloud-based patient files management


πŸ› οΈ Tech Stack & Skills

πŸ’» Programming & AI/ML

  • Languages: Python, JavaScript, TypeScript, C, Java, SQL, R, MATLAB
  • AI/ML: OpenAI GPT, LangChain, NLP, TensorFlow, PyTorch, scikit-learn, RAG, Llama
  • Full-Stack: Next.js, React.js, Node.js, Express.js, Django, Firebase, SQLAlchemy

☁️ DevOps & Cloud

  • Cloud & Containers: AWS (S3, EC2), Azure, Docker
  • Databases: MySQL, MongoDB, Firebase Firestore
  • Version Control & CI/CD: Git, GitHub, GitHub Actions

πŸ“¬ Connect With Me!

πŸ’Ό Let's connect and build something great!
πŸ”— LinkedIn: linkedin.com/in/elena-choi
🌐 Portfolio Website: [TBD]
πŸ“« Email: [email protected]
πŸ“ Blog: [TBD]

⚑ Always looking for exciting collaborations in AI, software, and full-stack engineering!

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