Nathan Aldyth Prananta G.

Software & AI Engineer

Engineering AI and enterprise solutions at Mercedes-Benz Tech Innovation. Focusing on post-training workflows, multi-agent systems, and open-source systems.

Previously conducted post-training research engineering at Google DeepMind (Extended Workforce) and AI/ML engineering at Labelbox.

GitHub·LinkedIn·ORCID·Google Scholar·Email·Resume

Experience

2024 — Present

Publications & Research

ORCID Profile ↗
2026The Machine Proposes. The Proof Disposes: Neuro-Symbolic Synthesis of Formally Verified Markov Usage Models from Natural Language Requirements ↗
2025Zonal Graph Quantization: Optimizing Memory-Performance Trade-off in Vector Search ↗
2025The Agent Hub Architecture: A Framework for Resilient, Efficient, and Specialized Multi-Agent AI Orchestration ↗
Zenodo
2025On the Practical Instability of Bio-Inspired Continual Learning ↗
On the Practical Instability of Bio-Inspired Continual Learning
2025Holistic Analysis of Jangular: A Potential Full-Stack Framework for Java and Angular ↗
Published

Selected Projects

GitHub ↗
Agent Hub↗
Python197

Agent Hub is an AI orchestration platform that transforms how developers and DevOps engineers interact with their toolchain. Built on the cutting-edge Model Context Protocol (MCP), it provides intelligent automation through specialized AI agents, seamlessly integrating with GitHub, Azure, security tools, and data processing

TypeScriptLLMsMulti-Agent
Legal Guard RegTech↗
Python319

AI-powered legal analysis to simplify compliance. This tool transforms complex documents into plain English, assesses risks, and checks against regulations like GDPR & PDPA.

Next.jsPostgreSQLTailwind
Appetite Connect↗
Dart5

Cross-platform desktop cashier application built with Flutter for restaurant staff and order management. Features a comprehensive point-of-sale system, real-time order processing, receipt generation, and kitchen display integration.

FlutterDartFirebase
Jangular CLI↗
Java151

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.

PythonCLITooling
DBMS Research↗
Python1

This is the repository for ZGQ (Zone Graph Quantization)m Which is now published on TechRXiv

C++DatabasesResearch

Technical Focus

Languages

PythonTypeScriptJavaScriptJavaC++SQL

AI & Machine Learning

PyTorchTensorFlowLLMsRLHF / DPOFine-tuningQdrantMoE

Frameworks & Systems

Next.jsReactFastAPIFlaskNode.jsSpring Boot

Cloud & Infrastructure

AWSAzureDockerKubernetesCI/CDAzure DevOps

Tools & Practices

GitSystem DesignTest AutomationSREPostgreSQLMongoDB

Contact

Open to engineering collaborations, research discussions, and open-source contributions.

nathangtgmy@gmail.com·linkedin.com/in/nathangtg