I'm an Informatics Engineering graduate (cum laude) from Institut Teknologi Bandung, working as an AI Engineer at Juxtalabs and a Research Assistant at ITB. I build machine learning systems across the full lifecycle, from reinforcement learning research presented at IEEE ICAICTA 2026 to AI products shipped in production.
Peer-reviewed research and registered intellectual property
A multi-agent reinforcement learning system for portfolio management on the Indonesia Stock Exchange, trained and evaluated inside a market simulator that models real IDX trading rules. Developed from my undergraduate thesis.
Computer vision models that detect and classify road damage from satellite and aerial imagery, supporting post-disaster road network restoration planning.
Where I've applied machine learning in industry and research
Deployed as part of a 3-person engineering team to optimize Bank Mega's telemarketing QC platform, building an automated system to assess and score sales agents' performance.
Developed computer vision models to detect and classify road damage in satellite and aerial imagery for post-disaster road network restoration planning, in collaboration with civil engineering researchers at ITB and ITERA.
Collaborated with the engineering team to develop and maintain scalable software solutions with high code quality and performance. Architected and developed a RAG chatbot to enhance data retrieval capabilities.
Recognition from national and international competitions
Built an agentic AI learning platform for deaf and hard-of-hearing learners, with real-time sign-language scoring, a two-way sign/speech translation bridge with a 3D signing avatar, and AI-generated accessible lessons and quizzes. Selected for the final round in Amsterdam.
Developed Tukangin, an AI-powered home service platform that connects customers with trusted skilled workers for home repair and maintenance.
Open to research and industry roles where machine learning solves meaningful, data-driven problems