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Hey there 👋

🧑‍💻 I'm Hilmi, a seasoned Data Scientist with extensive experience in architecting machine learning solutions in the Cloud.

💼 Currently, I hold the role of a Machine Learning Engineer at PropertyGuru Singapore, where I specialize in transforming machine learning projects into revenue-generating solutions while optimizing business operations. Notably, I have successfully delivered a B2B solution known as the Automated Valuation Model, which is actively utilized by enterprise customers, including banks and real estate consultants in Malaysia.

📊 I possess a robust background in analytics and programming. I've made significant contributions to the field by publishing seven papers on Trustworthy Artificial Intelligence in top-tier international conferences and journals, under the guidance of ACM Distinguished Scientist Prof David Lo.

🏅 Additionally, my expertise in Data Science, particularly in the domains of NLP (Natural Language Processing) and CV (Computer Vision), is exemplified by my profile as a Kaggle Competitions Expert. I also hold an AWS Certified Solution Architect certification, affirming my ability to effectively productionize machine learning projects.

Muhammad Hilmi Asyrofi's Projects

deepspeech icon deepspeech

A PaddlePaddle implementation of DeepSpeech2 architecture for ASR.

diff-match-patch icon diff-match-patch

Diff Match Patch is a high-performance library in multiple languages that manipulates plain text.

ead-attack icon ead-attack

Codes for reproducing the white-box adversarial attacks in “EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples,” AAAI 2018

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

fast_adversarial icon fast_adversarial

[ICLR 2020] A repository for extremely fast adversarial training using FGSM

free_adv_train icon free_adv_train

Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural training.

gitignore icon gitignore

A collection of useful .gitignore templates

gpt-3 icon gpt-3

GPT-3: Language Models are Few-Shot Learners

hilal-detection icon hilal-detection

Jupyter notebook experiment for crescent moon detection using image processing techniques

line-follower icon line-follower

Program ini digunalkan untuk menjalankan line follower dengan 4 sensor depan dan 1 sensor belakang

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