Work
Projects
Authentication Recommendation System
2023Carnegie Mellon University
ML-based authentication recommendation system for Indonesian bank BTPN, improving fraud detection by 95% over existing rule-based systems.
DreamControl-3D: ControlNet for Text-to-3D
2023Carnegie Mellon University — 16-825 Learning for 3D
Added sketch-based control to text-to-3D generation by integrating ControlNet with DreamFusion, enabling users to guide 3D model creation with simple scribbles.
Dyno Apps
2025 — PresentFounder
No-code mobile app development platform powered by AI coding agents, built end-to-end with BAML, Supabase, and Modal.
Rehearse AI
2025Gemini x Pipecat Hackathon
Voice-powered app for practicing real-life conversations with AI personas and receiving detailed feedback on communication skills.
Wake Word Detection using Transformers
2022Carnegie Mellon University — 11-685 Introduction to Deep Learning
Optimized Keyword Transformer for edge device deployment, achieving 10% inference time reduction at 1% accuracy cost through novel activation and normalization modifications.
Publications
Optimizing factuality metrics for text summarization using contrastive learning, improving the faithfulness of generated summaries to their source documents.