03 — Papers & Articles

Research

Papers and articles I've worked on, from sustainable software engineering to applied machine learning.

Research Paper · 2026

Elbert Tany, Moses Handoyo, Kenneth Sean Ternadi, Anderies, Andry Chowanda

AI-Driven Code Sustainability: Architectures, Datasets, and Profiling Mechanisms for Energy-Efficient Software

A TypeScript sustainability dataset built by transpiling and profiling Python efficiency benchmarks, used to fine-tune lightweight language models with QLoRA to flag energy-inefficient code — and why the same recipe helped one model and collapsed another.

Code SustainabilityEnergy SmellsTypeScriptLarge Language Models

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