Josephinoo Avila

I'm a software engineer and AI/ML engineer with a passion for building web applications and AI/ML models in Banco Guayaquil.

Featured

• Applying A-Star Algorithm to Calculate Geometric Tortuosity in Porous Media: My Journey in Interdisciplinary Research

  13 Aug, 2025

  Discover how we applied the A-Star pathfinding algorithm to solve a complex problem in materials science: calculating geometric tortuosity in 2D porous media.

• Building an AI-Powered Resume Matching System for Modern Recruitment

  13 Aug, 2025

  Learn how to build a semantic resume matching system that connects job descriptions with the most relevant CVs using AI embeddings and vector search technology.

• Beyond Chain-of-Thought - How Brain-Inspired AI Achieves Breakthrough Reasoning with Just 1000 Examples

  Updated: 11 Aug, 2025

  The Hierarchical Reasoning Model (HRM) revolutionizes AI reasoning by using brain-inspired architecture to outperform much larger models with just 27M parameters and 1000 training examples.

• Deploying FastAPI Applications on AWS Lambda with Mangum - A Complete Guide

  11 Aug, 2025

  Learn how to deploy FastAPI applications on AWS Lambda using Mangum adapter. Complete guide with code examples, best practices, and deployment strategies for serverless Python APIs.

• How to create an MCP (Model Context Protocol) server with FastAPI

  10 Aug, 2025

  Learn how to build an MCP (Model Context Protocol) server using FastAPI to integrate custom tools with Claude and other AI models.