Irfan Ihsanul Amal

Data Scientist

PT Autentika Digital Indonesia•  July 2023 - Present

- Setup Triton Inference Server and deployed models onto it - Refactored API from serving models locally to utilizes Triton Inference Server - Optimized Triton Inference Server - Did Post-Training Quantization to models that will deployed on mobile devices - Created endpoint for serving OCR model - Created dataset management platform using Streamlit and FiftyOne - Monitored model’s performance in production environment - Analyzed anomalies found while monitoring - Generated synthetic data for OCR system

Machine Learning Engineer

Nomura Research Institute Indonesia•  November 2021 - March 2023

Sales Forcasting: - Conducted research on Model Stacking - Analyzed abnormal stores - Processed historical data to be used as validation data CCTV: - Added feature to ML Dashboard - Enriched dataset by engineering additional features - Improved color detection algorithm