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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

addressextraction icon addressextraction

Address Extraction - Top 3% (ranked 28th from 1034) on Shopee Data Science Challenge

adversarial-robustness-toolbox icon adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference

asr-evaluation icon asr-evaluation

Python module for evaluating ASR hypotheses (e.g. word error rate, word recognition rate).

ausearch icon ausearch

AUSearch | IEEE SANER 2020 | Accurate API Usage Search in Github Repositories with Type Resolution

auto-attack icon auto-attack

Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"

awp icon awp

Codes for NeurIPS 2020 paper "Adversarial Weight Perturbation Helps Robust Generalization"

biasfinder icon biasfinder

BiasFinder: Uncovering Bias in Sentiment Analysis Systems through Metamorphic Testing

capres-tweet-classification icon capres-tweet-classification

Classify a tweet from the twitter user into five class according to Indonesian President Election 2019. Jokowi's positive, Jokowi's negative, neutral, Prabowo's positive, and Prabowo's negative

cifar10_challenge icon cifar10_challenge

A challenge to explore adversarial robustness of neural networks on CIFAR10.

clustering-exploration icon clustering-exploration

Scikit-learn Eksploration about Clustering Kmeans, Agglomerative, DBSCAN, Gaussian mixtures, k-medoids, Graph-based clustering, and grid clustering

crossasr icon crossasr

Replication package for ICSME 2020 paper - CrossASR: Efficient Differential Testing of Automatic Speech Recognition via Text-To-Speech

crossasrv2 icon crossasrv2

A Modular Framework Inspired from CrossASR Idea

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