I'm Hilmi, a Machine Learning Engineer with over 5 years of experience designing, deploying, and optimizing scalable cloud-native AI solutions.
I'm a ๐๐ข๐ง๐ ๐๐ฉ๐จ๐ซ๐ ๐๐๐ซ๐ฆ๐๐ง๐๐ง๐ญ ๐๐๐ฌ๐ข๐๐๐ง๐ญ, currently working at PropertyGuru Singapore. Iโve delivered high-impact data-driven products through cross-functional collaboration, including:
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๐๐๐ฌ ๐๐ซ๐ข๐๐ข๐ง๐ ๐๐ฒ๐ฌ๐ญ๐๐ฆ ๐๐จ๐ซ ๐๐๐ ๐ข๐จ๐ง๐๐ฅ ๐๐๐ซ๐ค๐๐ญ๐ฉ๐ฅ๐๐๐: Developed a demand-supply-based pricing engine leveraging advanced analytics and LLM-powered anomaly detection, resulting in an 11% year-over-year revenue increase ($35Mโ$39M) across Southeast Asian markets. [ Regional Ads Pricing ]
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๐๐ง๐ญ๐๐ซ๐ฉ๐ซ๐ข๐ฌ๐ ๐๐๐ญ๐ ๐๐ซ๐จ๐๐ฎ๐๐ญ๐ฌ: Led the development and deployment of an Automated Valuation Model (AVM), adopted by enterprise clients such as Knight Frank and RHB Bank, significantly streamlining their property valuation processes. [ Knight Frank Partnership ]
๐ I'm an AWS Certified Solutions Architect and ML Specialist, a Kaggle Competitions Expert (top 1.5%), and an AWS Community Builder ๐ซ๐๐๐จ๐ ๐ง๐ข๐ณ๐๐ ๐๐จ๐ซ ๐๐จ๐ง๐ญ๐ซ๐ข๐๐ฎ๐ญ๐ข๐จ๐ง๐ฌ ๐ข๐ง ๐๐๐๐ก๐ข๐ง๐ ๐๐๐๐ซ๐ง๐ข๐ง๐ .
๐ With a solid foundation in both software engineering and machine learning, Iโve contributed to cutting-edge research in ๐๐จ๐๐ญ๐ฐ๐๐ซ๐ ๐๐ง๐ ๐ข๐ง๐๐๐ซ๐ข๐ง๐ ๐๐จ๐ซ ๐๐-๐๐ง๐๐๐ฅ๐๐ ๐๐ฒ๐ฌ๐ญ๐๐ฆ๐ฌ (SE4AI), by publishing 7 ๐ฉ๐๐ฉ๐๐ซ๐ฌ ๐ข๐ง ๐ญ๐จ๐ฉ-๐ญ๐ข๐๐ซ ๐ข๐ง๐ญ๐๐ซ๐ง๐๐ญ๐ข๐จ๐ง๐๐ฅ ๐๐จ๐ง๐๐๐ซ๐๐ง๐๐๐ฌ ๐๐ง๐ ๐ฃ๐จ๐ฎ๐ซ๐ง๐๐ฅ๐ฌ with the guidance of ACM Distinguished Scientist Prof David Lo. [ Recommendation Letter ]
โณ Beyond my professional work, I'm passionate about ๐๐จ๐ง๐ญ๐ข๐ง๐ฎ๐จ๐ฎ๐ฌ ๐ฅ๐๐๐ซ๐ง๐ข๐ง๐ ๐๐ง๐ ๐ฉ๐๐ซ๐ฌ๐จ๐ง๐๐ฅ ๐ ๐ซ๐จ๐ฐ๐ญ๐ก. Youโll find me regularly engaging in industry events, or on the tennis courts and golf courses building professional connections.
- You can reach out to me via mhilmiasyrofi(at)gmail.com
- ๐ Resume