My work focuses on overcoming the limitations of off-the-shelf AI. Whether it is fine tuning PaddleOCR to read low-quality Indonesian legal documents or designing Query Reformulation logic to fix hallucinations in RAG systems, I engineer for accuracy.

Currently, I am applying this 'precision-first' mindset to build a Human-in-the-Loop marketing engine, proving that the best AI solutions are those that augment human creativity rather than blindly replacing it.