GitHub Repository Analyzer
Code Quality, AST Parsing & AWS Cloud Topology Scanner
Project Overview
Award-winning developer tool (2x Hackathon Winner) that inspects GitHub repositories to construct AST syntax trees, evaluate code metrics, audit CVE security vulnerabilities, and render AWS deployment architecture diagrams automatically.
The Problem & Motivation
Engineers and tech leads spend hours reviewing codebases to assess maintainability, technical debt, and cloud deployment topology.
System Architecture Diagram
Key Engineering Features
Automated Cloud Topology Generator
Renders visual AWS architecture diagrams.
Parses terraform and Docker files to display subnets, VPCs, ELB load balancers, and EC2 instances.
AST Parsing & Code Metrics
Deep syntax analysis for cyclomatic complexity.
Calculates test coverage, duplicate code lines, and maintains AST class definition trees.
Full Technology Stack
Technical Challenges & Engineering Solutions
Parsing Large Repository AST Trees
Challenge: Parsing massive multi-file Java and Python codebases resulted in memory spikes on the Spring Boot backend.
Solution: Implemented stream-based AST parsing and JVM memory tuning to process files sequentially without overflowing heap space.
Measurable Results & Outcomes
What I Learned
- Mastered Java Spring Boot enterprise architecture, AST syntax trees, and GraphQL API integration.
- Engineered automated cloud architecture diagram rendering engines.