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nathangtg/README.md

Nathan G.

LinkedIn Portfolio Email ORCID

About Me

currently shipping ML/AI solutions to production at Labelbox while building open-source tools that 51,000+ developers use. In my 5th semester of Software Engineering, balancing academics with real-world projects that matter.

What drives me: Creating developer tools that actually solve problems and make workflows better.

Currently focused on: Multi-agent AI systems, performance optimization, and improving developer experience through better tooling.


Experience

Software Engineer (ML/AI) | Labelbox, Inc | Feb 2025 - Sep 2025

Remote from Malaysia → San Francisco

Working on enterprise ML pipelines with measurable impact:

  • 60% faster API responses - Implemented Redis caching for critical endpoints
  • 40% more consistent AI models - Refined rating algorithms with better metrics
  • 82% → 95% accuracy - Hyperparameter tuning and feature selection improvements

SDE/SRE Intern | Valiram Group | Aug 2024 - Dec 2024

Learning enterprise systems at scale

  • 70% reduction in manual testing - Built comprehensive automation frameworks
  • 75% → 89.5% pipeline reliability - Implemented automated failure detection
  • 800+ concurrent tests - Designed hybrid execution architecture

IT Operations | Don Bosco Education | Jan 2022 - Jun 2022

First official tech gig

  • 99.9% uptime - Maintained Django platform for 400+ concurrent users
  • 80% efficiency gain - Automated exam administration workflows
  • Key learning: Real-world experience complements classroom education

Featured Projects

Jangular-CLI

Spring Boot + Angular Development CLI
51,000+ downloads (9k in first 5 hours)
60% faster project setup, 40% less boilerplate
Pre-configured auth, migrations, and 15+ API routes

AgentHub

Multi-Agent AI Orchestration Platform
9 specialized AI agents, 100+ integrated tools
300% developer productivity improvement
Zero Trust security architecture

Research Contributions

3 working papers on Zenodo
Agent Hub Architecture Framework
Bio-Inspired Continual Learning Analysis
JAngular Full-Stack Framework Evaluation


Education

Currently: Bachelor of Software Engineering (Year 2/3) - CGPA: 3.67 (Dean's List Recipient)
Sunway University × Lancaster University | Semester 5/9

Completed: Diploma in Information Technology - CGPA: 3.91 (Distinction)
Sunway College | Graduated at 17


Tech Stack

Primary Languages

TypeScript Python JavaScript Java PHP

Frameworks & Tools

React Next.js Angular Vue.js Node.js Flask Django Laravel Spring Boot

Cloud & Infrastructure

AWS Azure Docker Redis Terraform


GitHub Analytics

GitHub Streak Stats

Key Achievements

  • 51,000+ NPM downloads - Developer tools with proven adoption
  • 60% performance improvement in production ML APIs
  • 95% AI model accuracy - Systematic optimization and tuning
  • 3 research publications - Contributing to computer science research
  • IEEE Eta Kappa Nu member - Top 25% globally at age 18
  • JOSS peer reviewer - Reviewing academic papers as an undergraduate

Current Interests

  • Multi-agent systems - Exploring coordination and orchestration patterns
  • Performance optimization - Making systems faster and more efficient
  • Developer experience - Improving tools and workflows for better productivity
  • Research writing - Bridging practical implementation with academic contributions

Community & Impact

Open Source: Building practical tools that solve real developer problems and contribute to the ecosystem

Research & Academia: Peer reviewing for JOSS and contributing to computer science research

Mentoring: Helping students transition from academic learning to real-world software development

Speaking: Available for talks on full-stack development, AI/ML engineering, and early career experiences


Open to Opportunities

Interested in challenging projects with talented teams. Looking for:

  • Full-stack development roles with meaningful impact
  • AI/ML projects pushing technical boundaries
  • Open source collaborations benefiting the developer community
  • Research partnerships connecting academia and industry

Status: Available for internships, part-time roles, and collaborative projects while completing my degree

LinkedIn Portfolio Email

Profile Views

Walk, Learn, Sleep

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  1. social-hive social-hive Public

    A Full-stack development side-project that uses modern frameworks such as Laravel, React, Inertia, Breeze, Auth0, Tailwind, MUI, HeadlessUI

    PHP 1

  2. jangular-cli jangular-cli Public

    Enterprise-Grade Full-Stack Starter Kit – Spring Boot & Angular A powerful starter kit with JWT authentication, Flyway migrations, built-in route protection, and a CLI for quick setup.

    Java 5 1

  3. binary-trail binary-trail Public

    A hands-on developer playground for experimenting with modern development tools, APIs, and software engineering concepts. Binary Trails offers an engaging way to practice real-world development sce…

    Python

  4. agent-hub agent-hub Public

    Agent Hub is an enterprise-grade AI orchestration platform that transforms how developers and DevOps engineers interact with their toolchain. Built on the cutting-edge Model Context Protocol (MCP),…

    Python 1