Yixiang Cao Email and Phone Number
I am deeply passionate about data analytics and the transformative power of large-scale data processing. The convergence of statistics, computer science, and linguistics in my educational journey at the University of Illinois Urbana Champaign (UIUC) and Carnegie Mellon University (CMU) reflects this fervor. I'm particularly intrigued by how big data and analytics can revolutionize industries, as evidenced by my hands-on experiences with firms like BCG, Google and CITIC.On Linkedin, I'm seeking opportunities that will allow me to further harness my analytical skills, and contribute to projects that sit at the intersection of technology, data, and business strategy. My aspiration is to join a team where I can bring forth innovative data-driven solutions to complex business challenges.In terms of experience, I've had the privilege of participating in the inaugural GenAI large language model project at BCG, evaluating product attributes to bolster sales. At Google, I was instrumental in enhancing an Android phone system's capability to differentiate spam from promotional calls using machine learning. These stints were complemented by my academic research at UIUC, where I utilized advanced data analytics tools, like Seurat in R, to delve into the neural intricacies of distinct fish species.Skill-wise, I'm proficient in an array of programming languages, including Python, Java, and C++, and I've extensively worked with libraries and tools like SAS, Linux, GitHub, and Pytorch. Furthermore, my linguistic background not only enriched my academic pursuits but also aided in natural language processing projects, like the movie recommendation system based on NLP algorithms.In essence, I am a dedicated data enthusiast, eager to merge theoretical knowledge with practical application, and I'm excited about discovering roles on Linkedin that align with this vision.
-
Ai Financial Market Data Application LeadCarnegie Mellon UniversityPittsburgh, Pa, Us -
Data ScientistPennsylvania Compensation Rating Bureau (Pcrb) Sep 2024 - PresentPhiladelphia, Pennsylvania, United States -
Ai Financial Market Data Application LeadVirtual Gold Jun 2024 - PresentNew York City Metropolitan Area• Developed an AI-driven investment analysis tool for S&P 500 companies and Russell 2000 companies, aiming to identify emerging market trends and top investment opportunities.• Created a sophisticated web scraping bot to automate Google Trends data collection across multiple industries, processing over 10,000 search queries daily to capture real-time market sentiment.• Integrated multiple AI APIs (Claude3.5, GPT-4o) to analyze financial reports, earnings calls, and market trends, processing data from 500+ companies to generate nuanced investment recommendations.• Implemented a complex ranking system correlating market trends with individual company performance, increase the accuracy of investment opportunity identification.• Engineered an end-to-end automation pipeline using Python and pandas, reducing manual analysis time and enabling daily updates of investment recommendations. -
Data Scientist InternBoston Consulting Group (Bcg) May 2023 - Aug 2023Beijing, China• Led BCG China's first client-based GenAI large language model project at JD.com, one of China's largest e-commerce platforms.• Translated model outputs into actionable insights, effectively visualizing and communicating findings to the client using data visualization tools and PowerPoint.• Enhanced product attribute completion: from under 1% initially to over 95% post-project. Out of the 9 million products, the attribute correctness rate reached above 80%.• Analyzed extensive e-commerce data, processing more than 80 million data records monthly, to assess the impact of product attributes on sales, emphasizing underperforming products.• Deployed and benchmarked multiple large language models (llama2, chatglm, gpt4) within the client's infrastructure, using tools and technologies such as PyTorch, Dockerfile, Linux, and Python.• Engineered a Python automation tool for comprehensive data cleansing, prompt design, data extraction, and logging in PySpark. -
Data Analyst InternGoogle Dec 2022 - Feb 2023Beijing, China• Enhanced call interception feature of an Android phone system using SQL and Python for data extraction and processing, optimizing its efficiency in blocking unwanted spam calls, and reducing unwanted spam calls by 60%.• Analyzed a sample of over 10,000 phone numbers and transformed thousands of user feedback entries into quantitative scores utilizing NLP (NLTK) methodologies; employed Sentiment Analysis leveraging Logistic Regression, SVM, and Random Forests for precise evaluation.• Leveraged KNN machine learning model to improve call categorization, enhancing the system's precision in filtering spam calls while permitting select promotional calls. -
Data Analyst InternCitic Group Jun 2021 - Sep 2021Shanghai, China• Performed customer segmentation using K-means clustering based on intricate demographics and behaviors, and utilized regression models on vast historical transaction data to predict financial product preferences across diverse segments.• Refined and championed sales strategies based on model insights; this approach has been adopted company-wide, leading to enhanced targeting accuracy and a better alignment with customer financial product preferences.
Yixiang Cao Education Details
-
Business Intelligence & Data Analytics -
Statistics
Frequently Asked Questions about Yixiang Cao
What company does Yixiang Cao work for?
Yixiang Cao works for Carnegie Mellon University
What is Yixiang Cao's role at the current company?
Yixiang Cao's current role is AI Financial Market Data Application Lead.
What schools did Yixiang Cao attend?
Yixiang Cao attended Carnegie Mellon University, University Of Illinois Urbana-Champaign.
Not the Yixiang Cao you were looking for?
-
-
3yahoo.com, schrodinger.com, schrodinger.com
-
-
Free Chrome Extension
Find emails, phones & company data instantly
Aero Online
Your AI prospecting assistant
Select data to include:
0 records × $0.02 per record
Download 750 million emails and 100 million phone numbers
Access emails and phone numbers of over 750 million business users. Instantly download verified profiles using 20+ filters, including location, job title, company, function, and industry.
Start your free trial