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Hamilton Chang, Cspo Email & Phone Number

Senior NLP Model Developer at Symphony
Location: New York, United States 9 work roles 2 schools
1 work email found @ubs.com 1 phone found area 917 LinkedIn matched
✓ Verified Jul 2026 4 data sources Profile completeness 100%

Contact Signals · 1 work email · 1 phone

Work email h****@ubs.com
Direct phone (917) ***-****
LinkedIn Profile matched
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Current company
Role
Senior NLP Model Developer
Location
New York, United States

Who is Hamilton Chang, Cspo? Overview

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Quick answer

Hamilton Chang, Cspo is listed as Senior NLP Model Developer at Symphony, based in New York, United States. AeroLeads shows a work email signal at ubs.com, phone signal with area code 917, and a matched LinkedIn profile for Hamilton Chang, Cspo.

Hamilton Chang, Cspo previously worked as NLP Model Developer, Data Scientist at Amenity Analytics (Part Of Symphony) and Marketing Data Analyst at Intelisent. Hamilton Chang, Cspo holds Immersive Data Science Program from Flatiron School.

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*@ubs.com
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Profile bio

About Hamilton Chang, Cspo

Data Scientist and Machine Learning Engineer with a passion for using data to help people and companies. Former Financial Planner and Sales Consultant. Experienced ​in data acquisition and visualization, statistical analysis, natural language processing, and machine learning​. Gifted trainer and mentor with the proven ability to mobilize resources, create winning teams, and exceed all expectations for production. Transitioned to Data Science to help companies better understand and interpret the needs of their clients.

Listed skills include Sales, Mutual Funds, Consumer Lending, Mortgage Lending, and 5 others.

Current workplace

Hamilton Chang, Cspo's current company

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Symphony
Symphony
Senior NLP Model Developer
14747 N Northsight Blvd Suite 111 Scottsdale Arizona US 85260
Website
AeroLeads page
9 roles

Hamilton Chang, Cspo work experience

A career timeline built from the work history available for this profile.

Senior Nlp Model Developer

Current

New York, Us

Serve as the primary client liaison, cultivating strong relationships and gaining a deep understanding of their needs to deliver tailored solutions. Direct the development of natural language processing (NLP) models for client-specific initiatives, ensuring solutions are robust, effective, and aligned with project goals.Offer specialized expertise in NLP, shaping project strategies and identifying opportunities for innovative product enhancements.Oversee technical enhancements, including data pipeline optimization, to ensure streamlined workflows and project success.Work closely with internal and client-side teams to drive project milestones, fostering collaboration and meeting key objectives.

Jan 2023 - Present

Nlp Model Developer, Data Scientist

New York, New York, Us

Utilize proprietary, statistical-based NLP software to mine unstructured data, and identify insights.Collaborate with clients to implement new logic, develop new use cases, and redefine objectives.Create and enhance qualitative models using Natural Language Processing (NLP).Support, improve and maintain reports and metrics that communicate product performance.Developed documentation and instituted processes that reduced onboarding time of new members from 3 months to 2 weeks.Developed and implemented best practices and process flows including establishing timelines, organizing resources and labor, and automation of preexisting processes.Responsible for testing and implementation of latest model developments for accuracy.Deployed latest model to client servers utilizing Jarvis.Worked with clients to develop future vision of product, and applying work to additional use cases.Champion development work for other uses cases internally

Mar 2021 - Jan 2023

Marketing Data Analyst

Newington, Ct, Us

Marketing Analyst for a data-oriented marketing firm. Responsible for running and creating weekly analysis as well as additional ad-hoc analysis using Excel and Tableau. - Conducted Weekly analysis and reporting using Tableau Desktop on consumer call rates and website visits using Google Analytics - Analyzed weekly and monthly consumer response rates using Excel and Tableau Desktop to identify trends and correlations - Streamlined analysis and reporting processes for clients utilizing Python and various relational SQL databases.

Oct 2020 - Dec 2020

Volunteer

Lic Relief

Provide delivery of food prepared by local restaurants to food banks and at risk citizens.

Apr 2020 - Oct 2020

Data Science Immersive Student

New York, New York, Us

Skilled up in Python, Statistical Analysis, Machine Learning, and Deep Learning in this 15-week intensive training program. As part of the program I attended lectures, completed individual and group programming assignments, code challenges and projects to demonstrate a comprehensive understanding of both the theory and applications necessary to become a Data Science professional. • Studied a variety of data science tools in depth, including Python OOP, SQL NumPy, scikit-learn, Pandas, and NLTK• Worked both individually and in teams to develop and present a variety of data science projects including:Yelp Report CardsCreate quantitative evaluation for restaurants via Sentiment Analysis and Topic Modeling of Yelp ReviewsScraped 400k+ reviews from 1k restaurants separated by NYC boroughApplied Vader Sentiment Analysis to all reviewsTrained LDA topic modeling on all restaurants where service was mentioned at least onceApplied trained LDA model on all reviews to determine topic food/serviceCombined Positive/Negative Sentiment with Food/Service topic to create metric for restaurantsSolicited feedback from industry professionals, included snapshots of specific reviews for further analysisApp uploaded here: https://yelpreportcards.streamlit.app/Project WhiskyClassify national origin of a whiskey based on flavor, grain type, style using Machine LearningData from whiskeyanalysis.comRan 8 different machine learning classifiersChose SVM as best classifier with highest precision and recall score, lowest Type 2 errorsUsed Car Price Predictor Determine the price of a used car with Linear Regression using standard car metrics and featuresScraped data from Cars.com - 2677 used cars for salePerformed Linear Regression on 13 variables - 4 continuous, 9 categoricalUsing coefficients generated by model, accurately predicted price of unseen carsPrice Predictor app here: https://usedcarfrontpage-g5nurtxnfyk6k6f7wkkdja.streamlit.app/

Jun 2019 - Oct 2019

Wealth Planning Specialist - Associate Director

Zurich, Ch

Sales Consultant for Southwestern US. Conducted analysis of monthly, quarterly, and yearly sales reports and communicated results to key stakeholders including home office, upper management and field management. Recommended successful strategies to address gaps and shortfalls.- Communicated and interpreted complex financial plans and solutions in easy to digest format to high net worth individuals and key stakeholders.- Guided Financial Advisors on navigation and customizing methods to implement custom-tailored financial planning strategies into financial planning software that were beyond its capabilities

Jun 2015 - Aug 2018

Wealth Planning Generalist

Zurich, Ch

Headed day to day review and support of financial plans created by the field. Guided Financial Advisors and Wealth Planning Associates and helped with opportunity spotting.- Coached field personnel with presentation ideas and scripts in order to address client needs.- Worked exclusively with PIETech’s MoneyGuide Pro.- Helped author several client facing communications regarding changes to Social Security as a result of the Bi-Partisan Budget act of 2015.- Helped support Investment Proposal tool as well as advised on modifications to make tool more user friendly and multi-functional.

Feb 2014 - Jun 2015

Private Client Banker

New York, Ny, Us

Built a book of clients worth $50 million consisting of entrepreneurs, executives, and media personalities.- Honored by JPMorgan Chase as a “National Achiever,” recognized for being top 5% in the country in production.- Assisted in new product technology rollout working with EMC2 Corporation creating new tech-based marketing platform for “Branch of the Future” initiative.

Aug 2011 - Feb 2014

Personal Banker

New York, Ny, Us

Built diverse base of 150 multi-nationality JPMorgan Chase clients with over $20 million in assets under management. Analyzed customers’ financial situation through comprehensive profiling to implement ideal product offering.- Familiarity with bank processes to help customers easily navigate complicated financial transactions.- Train and mentor new bankers on acquiring, deepening, and strengthening customer relationships.

Oct 2008 - Jul 2011
Team & coworkers

Colleagues at Symphony

Other employees you can reach at symphony.com. View company contacts →

2 education records

Hamilton Chang, Cspo education

Immersive Data Science Program

Flatiron School

Bachelor Of Arts - Ba, Politics

New York University
FAQ

Frequently asked questions about Hamilton Chang, Cspo

Quick answers generated from the profile data available on this page.

What company does Hamilton Chang, Cspo work for?

Hamilton Chang, Cspo works for Symphony.

What is Hamilton Chang, Cspo's role at Symphony?

Hamilton Chang, Cspo is listed as Senior NLP Model Developer at Symphony.

What is Hamilton Chang, Cspo's email address?

AeroLeads has found 1 work email signal at @ubs.com for Hamilton Chang, Cspo at Symphony.

What is Hamilton Chang, Cspo's phone number?

AeroLeads has found 1 phone signal(s) with area code 917 for Hamilton Chang, Cspo at Symphony.

Where is Hamilton Chang, Cspo based?

Hamilton Chang, Cspo is based in New York, United States while working with Symphony.

What companies has Hamilton Chang, Cspo worked for?

Hamilton Chang, Cspo has worked for Symphony, Amenity Analytics (Part Of Symphony), Intelisent, Lic Relief, and Flatiron School.

Who are Hamilton Chang, Cspo's colleagues at Symphony?

Hamilton Chang, Cspo's colleagues at Symphony include Erin Lish, Liseth López, William Ojow, Marie C Patton, and Catalin Ghimici.

How can I contact Hamilton Chang, Cspo?

You can use AeroLeads to view verified contact signals for Hamilton Chang, Cspo at Symphony, including work email, phone, and LinkedIn data when available.

What schools did Hamilton Chang, Cspo attend?

Hamilton Chang, Cspo holds Immersive Data Science Program from Flatiron School.

What skills is Hamilton Chang, Cspo known for?

Hamilton Chang, Cspo is listed with skills including Sales, Mutual Funds, Consumer Lending, Mortgage Lending, Retail Banking, Financial Planning, Social Security, and Estate Planning.

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