🧑💻 As a Machine Learning Engineer with over 5 years of experience, I specialize in architecting & productionizing advanced ML models that drive business value. My expertise encompasses software development, cloud-based machine learning, and cross-functional collaboration to deliver high-impact & scalable solutions.
💼 I'm currently working as a Data Scientist at PropertyGuru Singapore, where I transform ML projects into revenue-generating solutions. A key highlight of my work includes:
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Architected a Regional Dynamic Pricing System: This system significantly enhanced operational efficiency and improved pricing accuracy to reflect the true value of offerings. By automating the pricing process, we increased price update frequency from bi-weekly to daily, optimizing market responsiveness. ref
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Led the development of an Automated Valuation Model: An enterprise-grade B2B product that automates property appraisals for banks and real estate consultants across Malaysia, streamlining workflows and improving decision-making. ref
🏅 I hold cloud certifications including AWS Solutions Architect and AWS Machine Learning Specialty, showcasing my ability to productionize ML solutions in cloud environments. My technical expertise spans Natural Language Processing (NLP) and Computer Vision (CV), as demonstrated by my standing as a Kaggle Competitions Expert.
📊 I posses a solid foundation in both machine learning and software engineering. I’ve contributed to cutting-edge research in Software Engineering for AI-Enabled Systems (SE4AI), by publishing 7 papers in top-tier international conferences and journals with the guidance of ACM Distinguished Scientist Prof David Lo.
🌟 Beyond my professional endeavors, I’m dedicated to continuous learning and personal growth. Whether it’s engaging in tech events or staying active with tennis and golf, I’m always on the lookout for new challenges and opportunities to grow!
- 👨💻 You can reach out to me via mhilmiasyrofi(at)gmail.com
- 📝 Resume