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Hackathon· 2025

GawAIn

Agentic AI Project Manager & Scrum Assistant

Raphael Johnathan Flores
Raphael Johnathan FloresAUTHOR
Project Manager, Technical Lead, Cloud Architect · 2025
Innovation Cup 2025 Winner
GawAIn screenshot 1
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Project Screenshots & Showcase Graphic · GawAIn

Executive Summary

An Agentic AI Project Manager and Scrum Assistant designed to automate administrative overhead for developers.

Problem Context & Challenge
"Addresses the 70.71% developer burnout rate in the Philippines caused by heavy manual scrum administrative overhead."

Cloud Architecture & System Design

GawAIn Architecture Diagram
Architecture & Infrastructure Flow Diagram · GawAIn

Restful Voice-to-Action pipeline integrating Agora Convo AI and Groq LLM inference deployed on AWS Lambda via Lambda Web Adapter (LWA).

Engineering Highlights

  • Problem-Driven Solution: Designed a strategic AI solution to address the 70.71% burnout rate in the Philippines by automating administrative overhead and project management for developers.

  • Restful AI Pipeline: Architected a Restful 'Voice-to-Action' workflow integrating Agora Convo AI and Groq for LLM inference and text-to-speech processing.

  • Cloud-Native & Serverless Architecture: Designed a cost-efficient, Event-Driven Architecture (EDA) utilizing AWS Lambda with Lambda Web Adapter (LWA) to wrap a FastAPI backend, ensuring horizontal scaling with zero idle cost.

  • Production-Ready Infrastructure: Proposed a robust lifecycle utilizing Docker (ECR) for environment parity, AWS Cognito for secure identity-based access, and API Gateway, DynamoDB, and S3 for persistent state.

Key Features

  • Agora Voice-to-Action Conversational AI
  • Groq LLM High-Speed Inference Engine
  • AWS Lambda + Lambda Web Adapter (LWA) Serverless Backend
  • Docker (ECR) Environment Parity & AWS Cognito Authentication

Technologies & Tools Utilized

FastAPI
AWS Lambda
Groq AI
Agora
Docker
AWS Cognito

Live Demo & External Resources

Collaborators & Teammates

AW
AWS Student User Group TeamFrontend Developer & AI Engineer