Mr. Wentao Zhao | Task Scheduling – Undergraduate Student at New York University, China
Wentao Zhao is an accomplished researcher and data scientist with a strong background in mathematics, economics, and artificial intelligence. His expertise spans machine learning, financial analytics, and data-driven decision-making, with a focus on applying AI techniques in business optimization and healthcare diagnostics. With extensive research experience in deep learning, numerical analysis, and predictive modeling, Wentao has made valuable contributions to intelligent systems, speech-based diagnostics, and recommendation algorithms. His ability to bridge theoretical insights with practical applications has positioned him as a leading innovator in AI-driven analytics and finance.
Professional Profile
🎓 Education
Wentao Zhao is currently pursuing a Bachelor of Arts with a double major in Mathematics and Economics at New York University. His academic excellence is reflected in his consistent placement on the Dean’s List from 2021 to 2024, maintaining a GPA of 3.82. Additionally, his role as a Teaching Assistant (TA) for “Intro to Web Design and Computer Principles” highlights his dedication to mentorship and knowledge-sharing. His strong mathematical foundation and analytical skills provide the perfect synergy for his research in artificial intelligence and financial modeling.
💼 Experience
Wentao has gained extensive industry and research experience through multiple roles in data science, financial analytics, and artificial intelligence research. As a Data Scientist Intern at Didi Chuxing, he developed Python-based clustering algorithms and regression models to analyze customer data and optimize retention strategies. His work in A/B testing, customer segmentation, and attribution analysis helped improve customer lifetime value and drive a 79.3% conversion rate in recommendation systems.
At CITIC Securities, he worked as a Divestment Data Analyst Intern, where he built automated financial pipelines, performed equity valuation, and analyzed financial ratios using Python. His work streamlined regulatory compliance and enhanced investment decision-making. Similarly, his internship at China Merchants Securities focused on financial risk assessment, SQL-based data extraction, and portfolio optimization, equipping him with comprehensive insights into asset management and securities analysis.
Beyond his industry roles, Wentao has actively contributed to academic research. His role as a Research Assistant for Speech-Based Alzheimer’s Disease Diagnosis allowed him to integrate deep learning with audio-text processing, improving diagnostic accuracy. His independent research on Netflix’s recommendation system showcased his ability to optimize numerical algorithms for large-scale data efficiency and computation speed.
🔬 Research Interests
Wentao Zhao’s research interests lie at the intersection of AI, finance, and healthcare analytics. He is passionate about developing AI-driven models for business intelligence, predictive analytics, and recommendation systems. His research in machine learning for financial risk assessment focuses on applying quantitative techniques to optimize investment strategies. In addition, his work in speech-based Alzheimer’s diagnostics aims to revolutionize early detection of neurodegenerative diseases using deep learning. His commitment to numerical analysis, high-performance computing, and intelligent decision-making systems underscores his dedication to advancing cutting-edge AI applications.
🏅 Awards & Recognitions
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Dean’s List (2021-2024) for academic excellence.
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Top Performer in Data Science Internship at Didi Chuxing.
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Recognition for Research Contributions in AI-based Alzheimer’s detection.
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Outstanding Project Award for work on Netflix recommendation optimization.
📚 Selected Publications
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A Novel Fatigue Driving Detection Method Based on Whale Optimization and Attention-enhanced GRU 🚗🤖Z. Li, M. Li, L. Shi, D. Li | Intelligence and Robotics, 2024 | 0 Citations
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A Finger Vein Liveness Detection System Based on Multi-Scale Spatial-Temporal Map and Light-ViT Model ✋🔍L. Chen, T. Guo, L. Li, W. Luo, Z. Li | Sensors (Switzerland), 2023 | 1 Citation
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U-Net-Embedded Gabor Kernel and Coaxial Correction Methods to Dorsal Hand Vein Image Projection System 🖐️📊L. Chen, M. Lv, J. Cai, Z. Guo, Z. Li | Applied Sciences (Switzerland), 2023 | 0 Citations
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Analysis and Design of SIMO CPT System with Constant Output Voltage Pickups Against Load Variation and Pickups Moving In/Out ⚡🔌X. Qing, Y. He, Z. Li, Y. Liu, Z. Zhang | No Source Information | 0 Citations
📌 Conclusion
Wentao Zhao is an exceptional candidate for the Best Researcher Award due to his outstanding research contributions, industry experience, and technical expertise. His ability to develop AI-driven solutions for business, finance, and healthcare reflects his versatility and impact in multiple domains. His work in deep learning for Alzheimer’s diagnosis, financial analytics, and recommendation systems showcases both academic rigor and real-world applicability. With a commitment to pioneering innovative AI research, Wentao Zhao is poised to make transformative contributions to the field of intelligent computing and data science. 🚀