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AmberHou1230/README.md

  • 👋 Hi, I’m Amber (Po) Hou.

  • 👀 I’m a machine learning engineer with a knack for turning raw data into actionable insights and scalable AI solutions. My background spans finance, eCommerce, and AI-driven innovation, with hands-on experience in recommendation systems, NLP, and predictive analytics.

  • 🚀 During my time at ByteDance, I built and deployed sentiment analysis models and recommendation algorithms for TikTok Ads, optimizing user engagement and conversion rates—because who doesn’t love efficiency? 😎

  • 🚴 Beyond work, I’m passionate about AI for social good, leading Fordham’s very first Data Science for Social Good (DSSG) club to bridge the gap between learning and real-world impact. I've just started my Project 2025 as a writer/content creator on LinkedIn on topics such as AI for social good, AI and community building, leveraging AI for product design, and more. I’m all about learning and building in public—and having a little fun along the way!

  • 🌱 PS: I am a recent graduate looking for DA/DS/MLE roles with a mission-driven focus. Hire me. Let me help you solve business problems :"D

  • 📫 You can reach me at [email protected] or connect with me on LinkedIn https://www.linkedin.com/in/po-amber-hou/ Cheers!

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  1. Build-an-Incremental-ETL-Pipeline-with-AWS-CDK Build-an-Incremental-ETL-Pipeline-with-AWS-CDK Public

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  2. Build-a-Hybrid-Recommender-System-in-Python-using-LightFM Build-a-Hybrid-Recommender-System-in-Python-using-LightFM Public

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  3. Build-Customer-Propensity-to-Purchase-Model Build-Customer-Propensity-to-Purchase-Model Public

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  4. Comparing-Performance-of-ML-Model-through-A-B-Testing Comparing-Performance-of-ML-Model-through-A-B-Testing Public

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  5. Ecommerce-product-reviews---Pairwise-ranking-and-sentiment-analysis Ecommerce-product-reviews---Pairwise-ranking-and-sentiment-analysis Public

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