Oriel G Silva Jr | Programmer | Artist | Health is Wealth

About Me 🚀

• I'm Brasilian/American
• 31 years old
• Training to join the US Military

What I’m Working On 🎯

• I specialize in creating applications with intelligent, real-time search. These apps utilize hybrid search—a combination of semantic and keyword methods—to understand user intent. The underlying vector embeddings ensure contextual accuracy, while WebSockets provide the scalable, low-latency infrastructure for instant data retrieval
• Implementing local LLM solutions with Ollama.
• Developing with Vite + React for fast, scalable web apps.

My Toolbox 🛠️

Frontend

• React, Vite, Svelte, Blazer
• Tailwind CSS, Bootstrap
• JavaScript/TypeScript
• Node.js

Backend

• Python (Flask, Django, FastAPI), C# (.NET)
• API Development, Bash Automation

Data & AI

• Vector Processing, RAG Architecture
• Search Systems, LLM Integration
• Bert op | Install this "ollama pull snowflake-arctic-embed"

Infrastructure

• PostgreSQL, MongoDB, SQLite, SQL
• Docker, PG VectorDB
• Vector (Faiss, JSON for cluster)

Philosophy 🧠

I follow a structured problem-solving process inspired by George Pólya:

1. Analyze: Understand objectives and constraints.
2. Design: Create scalable, efficient solutions.
3. Implement: Write clean, maintainable code.
4. Optimize: Refine systems and scale for growth.

Featured Project 🌟

AI-Powered Search Engine

• Built with Python, Vite + React, and Ollama LLM.
• Features semantic search using vector embeddings.
• View Project →

Let’s Connect 🌐