Daniel Ngo
Analyst - Marketing Science at in4mation insights- Claim this Profile
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English Professional working proficiency
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French Elementary proficiency
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Vietnamese Native or bilingual proficiency
Topline Score
Bio
Credentials
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Google Data Analytics Certificate
CourseraNov, 2022- Sep, 2024 -
Analyze Data with SQL Skill Path
CodecademyJul, 2021- Sep, 2024 -
Fraud Detection in Python
DataCampJul, 2021- Sep, 2024 -
SQL Course
CodecademyJul, 2021- Sep, 2024 -
Introduction to Deep Learning in Python
DataCampJun, 2021- Sep, 2024 -
Machine Learning for Finance in Python
DataCampMay, 2021- Sep, 2024 -
The Complete Financial Analyst Course
UdemyAug, 2020- Sep, 2024
Experience
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in4mation insights
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United States
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Advertising Services
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1 - 100 Employee
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Analyst - Marketing Science
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Jul 2022 - Present
• Worked in the advanced analytics team to design and perform data analysis by utilizing SQL, R, and Tableau. • Optimized and built database, increase the running speed by 60% • Created machine learning models to measure price elasticity and consumer behavior for different types of nicotine in 50 states in the US. • Worked in the advanced analytics team to design and perform data analysis by utilizing SQL, R, and Tableau. • Optimized and built database, increase the running speed by 60% • Created machine learning models to measure price elasticity and consumer behavior for different types of nicotine in 50 states in the US.
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Macalester College
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United States
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Higher Education
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700 & Above Employee
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Mathematics Tutor
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Jan 2020 - Aug 2022
MAX Center - Macalester Academic Excellence Center is the learning center in Macalester College which focuses on supporting students in math, science, writing, economics, and study skills.• Explain complex problems to other students through peer-to-peer support and group discussions in classes such as Linear Algebra, Calculus III, and Discrete Mathematics• Support supervisors with developing teaching methods and problem-solving techniques
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Teaching Assistant
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Sep 2019 - May 2022
Teaching Assistant for Machine Learning, Calculus IISTAT 253,Statistical Machine Learning, and MATH 137, Calculus II, are two of the core courses for applied mathematics students. In there, the students learn from fundamental to advanced knowledge when building and creating model and the use of these models into solving real-world problems. • Provide instructions, support and feedback during class and in-office hours to increase the students’ understanding of class materials: Decision Tree, Random Forest, Mathematica, contour plot, derivatives.• Assist Professor in checking assignments, attendance, and facilitating class discussions. Show less
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Research Assistant
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May 2020 - Sep 2020
Title of Research: Integral Equations Solvers for Fluid Mechanics• Simulated fluid flows with thin fibers, solved complex velocity and traction integrals under the form of elliptic integrals.• Reduced complex, multi-dimensional integrals into one-dimensional integrals using Maple and Mathematica.• Wrote, edited papers and created presentations about elliptic integrals with professor William Mitchell.
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VietSeeds Foundation
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Vietnam
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Non-profit Organizations
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1 - 100 Employee
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Quantitative Analyst
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Mar 2021 - Aug 2021
• In charge with building daily trading model in the company. • Create a Neural Network model to increase the accuracy of the predictive model of stocks. • Collect, clean and crawl financial and news about every company in Vietnam. • Improve current model to generate higher rate of return and mitigate market risk. • In charge with building daily trading model in the company. • Create a Neural Network model to increase the accuracy of the predictive model of stocks. • Collect, clean and crawl financial and news about every company in Vietnam. • Improve current model to generate higher rate of return and mitigate market risk.
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BENIT
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United Kingdom
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Data Analyst
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Jan 2021 - Mar 2021
BENIT is an IT outsourcing company that is based in Sydney, Australia. Its mission is to assist other Software Engineer and Data Analyst members in career orientation, skills training, and enhancement as well as expanding their professional social circles. Project link: https://github.com/qnghien/Trading_WebApp • Create an optimization model to maximize the profit when combing different strategies and mitigate market risk. • Scrape structured and unstructured data from websites using BeautifulSoup and API. • Clean, format, and improve the quality of the data for further exploration using Python. Show less
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Morgan Stanley
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United States
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Financial Services
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700 & Above Employee
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Investment Banking Analyst
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Nov 2019 - Feb 2020
• Engaged in macroeconomic outlook research about the economy, equity markets and securities companies in Vietnam. • Created Board of Director presentation and market materials for the acquisition of Rosy Belle company. • Performed fundamental equity research and discounted cash flow analysis on Rosy Belle business’s financials by inspecting their accounting books to forecast the company’s estimated value. • Engaged in macroeconomic outlook research about the economy, equity markets and securities companies in Vietnam. • Created Board of Director presentation and market materials for the acquisition of Rosy Belle company. • Performed fundamental equity research and discounted cash flow analysis on Rosy Belle business’s financials by inspecting their accounting books to forecast the company’s estimated value.
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CMC Telecom
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Telecommunications
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1 - 100 Employee
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Data Analyst
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May 2019 - Aug 2019
• Leveraged data analytic skill to evaluate data on car sales in Vietnam through websites such as bonbanh.com and choxe.net using CSS Selector, Beautiful Soup and Selenium. • Separated car sales data into multiple categories to further analyze different car types and distinct features. • Transformed the crawled information into usable database on the company's server. • Leveraged data analytic skill to evaluate data on car sales in Vietnam through websites such as bonbanh.com and choxe.net using CSS Selector, Beautiful Soup and Selenium. • Separated car sales data into multiple categories to further analyze different car types and distinct features. • Transformed the crawled information into usable database on the company's server.
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Education
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2018 - 2022
Macalester College
Bachelor of Applied Science - BASc, Applied Mathematics -
2015 - 2018
Hanoi-Amsterdam For the Gifted
High School Diploma, 9.3/10
Community
