Data Science Fellow At Correlation One
Current
Sep 2021 - Present
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Xinyue (Sara) Ma Email & Phone Number
Aspiring Data Scientist | Machine Learning Enthusiast | MS in Quantitative and Computational Finance Student @ Georgia Tech
at
Correlation One
LinkedIn matched
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Current company
Role
Aspiring Data Scientist | Machine Learning Enthusiast | MS in Quantitative and Computational Finance Student @ Georgia Tech
Location
Atlanta Metropolitan Area, United States, United States
Who is Xinyue (Sara) Ma? Overview
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Quick answer
Xinyue (Sara) Ma is listed as Aspiring Data Scientist | Machine Learning Enthusiast | MS in Quantitative and Computational Finance Student @ Georgia Tech at Correlation One, based in Atlanta Metropolitan Area, United States, United States. AeroLeads shows a matched LinkedIn profile for Xinyue (Sara) Ma.
Xinyue (Sara) Ma previously worked as Data Science Fellow at Correlation One at Correlation One and Machine Learning Project Lead at Stem-Away. Xinyue (Sara) Ma holds Master Of Science - Ms, Quantitative And Computational Finance from Georgia Tech Scheller College Of Business.
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Correlation One
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Profile bio
About Xinyue (Sara) Ma
Hi! I'm Xinyue (Sara) Ma, an M.S. in Quantitative and Computational Finance Student at Georgia Tech. I am a data scientist and machine learning engineer with a passion about predictive modeling and solving complex financial data problems. I did my Bachelors in Finance at the University of Science and Technology of China, and built an overall foundation in mathematics, programming, and economics. I'm a passionate self-starter with advanced statistical analysis and programming skills, three years hands-on experience with big data, solving problems, and writing production code, and academic exposure to machine learning, deep learning, natural language processing, financial theory, derivatives pricing, and stochastic calculus. My enthusiasms are in data science, machine learning, and quantitative analysis. I enjoy continuous self-improvement and exploring new technologies. Connect with me if you want to learn more. I can be reached out at xinyue.ma@gatech.edu.🧑💻 WHAT DO I DO?I provide professional quantitative solutions to support business decision-making utilizing data wrangling and data modeling. I research, design, and implement tools for portfolio management, strategy development, securities investment, cryptocurrency, risk modeling, and valuation of financial instruments. I also build mathematical and statistical models for risk management, asset optimization, pricing, and relative value analysis.📚 TECH STACKData Science & Machine Learning:➤ Data Visualization - Tableau, D3.js, Leaflet, ggplot2, Seaborn, Matplotlib, Plotly➤ Data Cleaning – NumPy, Pandas, Scipy, Tidyverse➤ Excel - VBA, Macros, Pivot Tables/Charts, Index/Match, VLOOKUP, IFS, SUMIFS➤ SQL – PostgreSQL, MySQL, Oracle, SQLite, SQL Server➤ Machine Learning – TensorFlow, Scikit-learn, PyTorch➤ Project Management Frameworks - Agile, Scrum, WaterfallData Engineering:➤ Data Warehousing - Amazon Web Services (AWS): EC2, S3, Athena, RedshiftData Modeling ➤ Data Processing - Apache Airflow, Spark, Hadoop, PySpark, SQLAlchemy,General Competencies:➤ Programming Languages – Python, R, Matlab, C/C++, Scala, SQL➤ Microsoft Office - Excel, PowerPoint, Word, Outlook, Teams➤ Data Structures & Algorithms – Queues, Linked Lists, HashMaps, Trees, Graphs, Binary Search, Quicksort, Mergesort, BFS, DFS, Dijkstra➤ Statistics - Stochastic Calculus, Regression, Descriptive & Inferential, AB Testing, Confidence Intervals, Hypothesis Testing, ANOVA, T-Test, Maximum Likelihood Estimation, Time Series, Bayesian Statistics⏬ Click on my Github link and check out my projects below ⏬
Current workplace
Xinyue (Sara) Ma's current company
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6 roles
Xinyue (Sara) Ma work experience
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Machine Learning Project Lead
- Led a team to build a forum post classifier and recommender for forum posts to help users find similar posts and figure out what category a post belongs to
- Scraped data from Discourse Hub Community Hub, computed similarity matrix, trained ML classifiers, evaluated models, and deployed the web App using AWS
- Created timeline and decided structure for the team, monitored technical and executional aspects, and collaborated with other teams for launching the final product
Jun 2021 - Aug 2021
Project Manager Business Development
- Led Partner Network program on digital transformation and interpreted business goals into impact decisions
- Initiated and implemented analytical methodologies to improve marketing performance and optimize campaigns
- Performed market research, identified customers’ needs, and designed marketing strategies for product launching
- Conducted data profiling, analyzed invalid entries, and developed strategies of customer data collection
Mar 2021 - Jun 2021
Undergraduate Teaching Assistant
- TA for Principles and Practice of Object-oriented Programming Course
- Mentored 30+ students, delivered 3 lectures, supervised 10 programming labs and graded student lab reports based on rubrics
- Commended by the professor for patience and communications skills and raised class average grade by 8% over last year
Sep 2017 - Jan 2018
Quantitative Trader
- Developed quantitative trading strategies based on foreign exchanges in the virtual trading system using MetaTrader5 platform
- Learned and created automated trading applications, Expert Advisors, with the MQL5 programming language in one week
- Evaluated effectiveness of strategies by backtesting, performed parameter optimization, and adjusted models to limit risk
- Executed Forex trading strategies in the live market with virtual capital and generated an average annual return rate of 9.58%
Jul 2017 - Aug 2017
Marketing Analyst
- Worked with clients to gain insight into their financial objectives and completed 15~20-pages financial status assessment reports
- Sourced 32 prospective clients, including individuals, companies, and organizations, through making calls and client referrals
- Assessed clients’ overall financial health and devised 3-7 appropriate financial plans for each client specific to their needs
- Maintained relationships with clients to keep them updated and acted as a liaison between clients and financial professionals
Jun 2016 - Aug 2016
4 education records
Xinyue (Sara) Ma education
Master Of Science - Ms, Quantitative And Computational Finance
Georgia Tech Scheller College Of Business
Postgraduate Program, Finance
University Of South Florida
Bachelor Of Science - Bs, Finance
University Of Science And Technology Of China
Technical Interview Prep Course: Intermediate Track
Codepath
FAQ
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Quick answers generated from the profile data available on this page.
What company does Xinyue (Sara) Ma work for?
Xinyue (Sara) Ma works for Correlation One.
What is Xinyue (Sara) Ma's role at Correlation One?
Xinyue (Sara) Ma is listed as Aspiring Data Scientist | Machine Learning Enthusiast | MS in Quantitative and Computational Finance Student @ Georgia Tech at Correlation One.
Where is Xinyue (Sara) Ma based?
Xinyue (Sara) Ma is based in Atlanta Metropolitan Area, United States, United States while working with Correlation One.
What companies has Xinyue (Sara) Ma worked for?
Xinyue (Sara) Ma has worked for Correlation One, Stem-Away, Imar Entertainment, University Of Science And Technology Of China, and Cheers Financial Institute.
How can I contact Xinyue (Sara) Ma?
You can use AeroLeads to view verified contact signals for Xinyue (Sara) Ma at Correlation One, including work email, phone, and LinkedIn data when available.
What schools did Xinyue (Sara) Ma attend?
Xinyue (Sara) Ma holds Master Of Science - Ms, Quantitative And Computational Finance from Georgia Tech Scheller College Of Business.
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