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Adi Saputra's Projects

dockprom icon dockprom

Docker hosts and containers monitoring with Prometheus, Grafana, cAdvisor, NodeExporter and AlertManager

face_recognition icon face_recognition

The world's simplest facial recognition api for Python and the command line

financial-fraud-detection-using-llms icon financial-fraud-detection-using-llms

The aim of this dissertation is to assess the effectiveness of LLMs such as FinBERT and GPT-2 in detecting fraudulent activities in financial reports and statements. This repo provides the code for implementing LLMs, traditional machine learning and deep learning models on the labelled dataset

fml-security icon fml-security

Practical examples of "Flawed Machine Learning Security" together with ML Security best practice across the end to end stages of the machine learning model lifecycle from training, to packaging, to deployment.

fraud-detection icon fraud-detection

Fraud Detection model build with Python (numpy, scipy, pandas, scikit-learn), based on anonymized credit card transactions. The dataset is publicly available here: https://clouda-datasets.s3.amazonaws.com/creditcard.csv.zip

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