
Matthew Kwong
Research Assistant

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About me
Data and Business Analytics Consultant | MS in Business Analytics
Education

University of California, Irvine - The Paul Merage School of Business
-Master of Science - MS Business Analytics 4.0Activities and Societies: ❃ Class Representative ➢ 2022-2023 UCI MSBA Cohort ❃ Academic Excellence Award for #1 GPA amongst 140 graduates ❃ Dean's Scholar Award for top 12% of graduating class ❃ Beta Gamma Sigma Award for top 20% of business students worldwide ❃ VP of Operations ➢ Merage Marketing Association ❃ VP of Marketing ➢ Merage Challenge for Charity ❃ VP of External Affairs ➢ Ascend at UCI ❃ VP of Marketing ➢ Product Club

Harvard-Westlake School - Middle School Campus
-Activities and Societies: [3] ❃ California Mathematics League ➢ 1st Place (#1 Individual score) in 140-school California-wide competition ❃ Concert Strings ➢ Concertmaster | 1st Chair, First Violinist ❃ Mathcounts ➢ Winning team

Harvard-Westlake School
-Honor Roll & AP Scholar with DistinctionActivities and Societies: [3] ❃ St. Vincent's Meals-on-Wheels "Dining with Music" ➢ Founder & Humanitas Award recipient ❃ Symphony Orchestra ➢ First Violin | Musical Chamber Orchestra | Concert Soloist ❃ Robotics Club ➢ FIRST Robotics Competition Quarterfinalist

University of Pennsylvania
-B.A., Economics Minors: Systems Engineering, Consumer Psychology, MathematicsActivities and Societies: [3] ❃ Penn UTV ➢ On-Air Anchor of Live TV Show "The BullPenn" ❃ Alpha Phi Omega ➢ Officer & Executive Board Committee ❃ Pan-Asian American Community House ➢ Member
Experience

Massachusetts General Hospital
Jan 2006 - Jan 2006Research Assistant➢ Harris Orthopedics Biomechanics and Biomaterials Laboratory: research paper published at American Academy of Orthopedic Surgeons

Imperial Capital, LLC
Jan 2008 - Jan 2010Institutional Research Department InternHigh Yield & Distressed Debt Analysis➢ Constructed financial models, including historical and estimated quarterly and annual financials, business segment analysis, tangible asset support analysis and cash flow analysis➢ Built capitalization tables for high-yield credits based on information available in the Companyʼs financial statements, credit agreements, indentures and Bloomberg➢ Took the initiative to update financial models and draft research publications for publication pipelineEquity Research➢ Updated pricing and rating history for companies in equity research using Bloomberg and Excel➢ Developed new templates for stock prices, capital structure analysis, ratings, and valuation chartsPublications Team & Research Portal➢ Initiated company-wide research database with research reports and company information➢ Collaborated with MIS group on redesigns of website layout, format, and infrastructure➢ Prepared and delivered presentation on findings for Research Department Managing Director Show less

The Wharton School
Jan 2009 - Jan 2011Marketing Research Assistant➢ Designed Qualtrics surveys testing general public knowledge of health ➢ Performed A/B testing➢ Analyzed results in Excel

The Broadsmoore Group
Jan 2011 - Jan 2011Analyst➢ Analyzed distribution of subsidiary company spending for CFO➢ Constructed balance sheets, P&L, and PowerPoint decks for potential investors ➢ Streamlined due diligence process, creating online database cataloguing research ➢ Reconciled transactions for company audit with company Controller

Union Square Hospitality Group
Jan 2012 - Jan 2013Garde Manger☆ Altamarea Group: Osteria Morini & Nicoletta ☆ Union Square Hospitality Group: Maialino & Union Square Cafe➢ Oversaw garde-manger station and prep areas, managing kitchen inventory

Ivy League Tutoring
Jan 2013 - Jan 2017Mathematics Content Developer➢ Designed academic guidance materials for students up to the graduate school level➢ Conceived personalized academic development regimens for students

UncommonGoods
Jan 2013 - Jan 2013Data Analyst➢ Conceived algorithm in Python to forecast winter holiday season staffing needs➢ Designed real-time workforce recommendation dashboard, extracting data from SQL➢ Constructed weekly financial analysis to present to CEO and senior level management➢ Managed inventory projections and operational efficiency of drop ship deliveries➢ Developed analysis reports on inventory projections and supply chain

LogicPrep
Jan 2015 - Jan 2017Quantitative Techniques Consultant➢ Directed individualized test prep regimen and support materials for over 200 academic clients➢ Developed academic counseling plans and weekly progress reports leveraging testing analytics➢ Co-authored five proprietary 100+ page published softcover books on quantitative techniques➢ Drove 45% score improvements on average, with STEM-specialization across ACT, SAT, SSAT, ISEE, AP, SAT II: Subject tests, physics, statistics, and mathematics up to college-level calculus

The NoMad Hotel New York
Jan 2017 - Jan 2018Guest Relations Specialist - The NoMad Bar & The NoMad Restaurant➢ Collaborated with service team to optimize daily resources, staffing, and logistics for 5-star hotel operations across Michelin-starred restaurant (The NoMad Restaurant) and Best Bar in North America (The NoMad Bar) and coordinated curated luxury stays (The Magician, The Library) for high profile (8-figure net worth) clients➢ Managed digital communication, interfaced with high profile clients, maintained CRM database

JEAN-GEORGES MANAGEMENT
Jan 2018 - Jan 2018Maître d'Hôtel➢ Led front of house operations and delegated responsibilities among all front-of-house staff➢ Directed management-led projects between Jean-Georges and Nougatine Restaurants➢ Oversaw new employee training on service protocol and hospitality principles

Bea Restaurant
Jan 2019 - Jan 2020Manager➢ Managed 50 employees, scheduling, DOH compliance, inventory, supplies➢ Resolved financial reconciliations, party arrangements, guest issues, special events➢ Engendered a culture of hospitality excellence and conviviality with regular guests➢ Drove 10-20% improvements in online ratings, restaurant sales, and profit YOY

Radlink, Inc.
Jan 2020 - Jan 2022Medical Technology Product Specialist➢ Collaborated with top Orthopedic Surgeons at Cedars-Sinai, UCLA, and NYU Langone on launches of revolutionary patented 3D medical imaging analysis software➢ Advised engineering and development team on enhancements for machine learning-based products, optimizing accuracy and precision of imaging analytics with user experience and ROI of surgical outcome➢ Conceived and curated comprehensive training manuals to streamline sales channel representative onboarding process for Philips Healthcare-integrated products➢ Managed accounts of multiple top 10 hospitals in Southern California, including weekly interfacing with product champions and key opinion leaders➢ Spearheaded West Coast, Midwest, Southeast, and East Coast business expansion efforts ➢ Oversaw sales closures with #1 ranked children’s hospitals in Pacific and Midwest regions Show less

Buxbaum Loggia
Jan 2023 - nowBusiness and Data Analytics Consultant
Anaheim Ducks
Jan 2023 - Jan 2023Analytics Project Manager➢ Served as project manager for 6-month capstone project analyzing season ticket holder behavioral data, demographic data, and transactional data to provide Ducks Marketing and Ticketing Teams with a model to predict customer churn and maximize retention of annual season ticket holders➢ Conducted massive data cleaning process spanning thousands of columns and millions of rows and created additional variables to maximize statistical power of prediction models➢ Iterated through multiple modeling techniques and variable combinations to determine most informative model incorporating several diverse groups of variables to predict customer churn➢ Delivered project summary presentation on-site to Anaheim Ducks VP of Marketing, VP of Ticketing, and Director of Retention & Customer Service Show less
Licenses & Certifications
- View certificate

Data Science Team Lead Foundations (DS-TLF) Certificate
Data Science Process AllianceJan 2023 - View certificate

Google Analytics Individual Qualification
GoogleApr 2023 - View certificate

Alteryx Designer Core Certification
AlteryxJun 2023
Languages
- enEnglish
- spSpanish
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