Hi there! I’m Marlon Alexis Manzano Reyes, a full-stack developer with hands-on experience building scalable web applications using the JavaScript ecosystem, including React, Node.js, and TypeScript. I excel at delivering robust, user-friendly features and collaborating across teams to meet business needs. I also explore AI-assisted development to accelerate workflows while maintaining code quality and architectural integrity.
I enjoy working with cross-functional teams to define technical requirements, design solid architectures, and ship production-ready features. I mentor teammates, standardize best practices, and continuously improve development processes and tooling to deliver reliable, scalable solutions.
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A full-featured job portal application that allows recruiters to post and manage job listings, and job seekers to find, apply, and track job applications — with a seamless real-time chat system connecting them.
This project showcases real-world, production-ready features such as:
🔐 Authentication and role-based access
📄 Resume uploads with automatic S3/local detection
📬 Email notifications via RabbitMQ-based microservice
🧠 AI-powered resume-to-job matching using Hugging Face
🗂️ Application status tracking with history and comments
🔎 Filtering, pagination, and admin-level CRUD operations
💬 Live chat with offline message sync and unread badges
🌐 Multilingual support with 10 languages via i18next
The backend leverages a modular microservices architecture for improved scalability:
Email notifications are offloaded to a dedicated RabbitMQ-powered email microservice.
Resume-job matching is powered by a standalone LLM-based microservice, deployed securely and independently.
These design choices decouple long-running or compute-heavy tasks from the main app, improving responsiveness and enabling future scalability.
Check the repo here:
https://www.twine.net/signin
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