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Data Analyst & Developer

Dylan Nguyen


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About

Learn about me.

I'm a Business Analytics graduate (B.A., Cal State Fullerton) with a Computer Science foundation from UC Riverside, now pursuing an M.S. in Analytics at Georgia Tech. I build dashboards, automate data pipelines, and translate complex datasets into stakeholder-ready insights.

My toolkit is Python, SQL, and BI platforms like Power BI, Tableau, and Looker Studio, backed by hands-on experience in financial services operations at a FINRA/SEC-regulated broker-dealer, security analytics in banking, and shipped products like PokerNow AI, a real-time analytics platform serving 1,000+ concurrent users.

On a more personal note, I was born in Seattle, WA and grew up in Irvine, CA. My hobbies include tennis, surfing, video editing, coding, and movies.

Skills

Python for Data Analysis

Python

Pandas · NumPy · Scikit-learn

SQL Querying and Database Management

SQL

Joins · CTEs · Window Functions

Business Intelligence Dashboards

BI & Dashboards

Power BI · Tableau · Looker Studio

Advanced Excel and VBA

Excel & VBA

Pivot Tables · Macros · Forecasting

Statistical Analysis and Experimentation

Statistical Analysis

A/B Testing · Regression · Data Mining

Machine Learning and Predictive Analytics

Machine Learning

Predictive Modeling · Classification · EDA

ETL Pipelines and Data Modeling

ETL & Data Modeling

Pipelines · KPI Design · MongoDB

Web and Product Analytics

Web Analytics

Google Analytics · GTM · Conversion Funnels

AI-Assisted Workflows with Claude

AI Workflows

Claude · Prompt Engineering · Data Storytelling


Résumé
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Experience

My professional experience.

June 2026 - Present

Financial Advisor Intern

DirectPath Financial (Sovran Advisors, Cetera Wealth Services) — Costa Mesa, CA
  • Audit and reconcile correspondence, check, and gift logs, validating record accuracy against SEC retention and client-data privacy standards.
  • Structure and monitor account-opening and onboarding documentation pipelines, improving status visibility across advisors and the back office.
  • Resolve documentation exceptions through recurring log review, reducing rework and preventing downstream compliance findings.
  • Earned the Cetera Admin Academy Fundamentals certification and now administer daily operations across AdviceWorks, NetX360, Docupace, and Pinpoint Compliance in a FINRA/SEC-regulated broker-dealer.

2025

Freelance Web Developer

Irvine, CA
  • Optimized RESTful APIs, reducing data retrieval time by 20% and improving backend performance.
  • Built and maintained responsive websites and custom web apps for local businesses in Irvine.
  • Performed thorough testing and debugging to ensure cross-browser compatibility and mobile responsiveness.
  • Developed scalable front-end interfaces using React, TypeScript, and Next.js.

March 2022 - March 2023

Information Security Analyst Intern

Farmers & Merchants Bank
  • Managed security databases tracking 500+ assets and created automated SQL reports for vulnerability trending and compliance metrics, enabling leadership to prioritize remediation efforts
  • Analyzed 10,000+ log entries weekly using Sumo Logic SIEM to identify threat patterns and anomalies, reducing mean time to detection for security incidents
  • Conducted internal vulnerability scans and assisted with penetration testing and security database management.
  • Developed and maintained technical network diagrams and documentation for security infrastructure, supporting audit readiness and cross-team alignment

January 2019 - March 2020

Delivery Service Driver

Uber, Inc.
  • Optimized delivery routes using GPS and traffic data, reducing average delivery time by 15%.
  • Provided exceptional customer service, resolving issues promptly and ensuring a positive delivery experience.
  • Maintained a 4.9/5 customer rating while trusted with high-ticket delivery items across Orange County.

April 2017 - October 2019

Private-label Ecommerce

Woodly Co. USA
  • Launched and scaled a private-label eCommerce brand, generating $10,000 in revenue and achieving nationwide sales on Amazon Prime.
  • Successfully negotiated with international suppliers and optimized logistics within Amazon’s distribution network.
  • Developed all branding, PPC advertisement campaigns, and listings
  • Woodly Co. Product Listing | Amazon Prime

October 2017 - June 2019

Information Technology Tutor

Lakeview Senior Center
  • Diagnosed and resolved software, hardware, and connectivity issues for users, improving digital literacy and confidence.
  • Delivered customized instruction and training materials to help members adopt and use technology effectively.
  • Taught group classes on computer skills, internet safety, and social media.

April 2017 - December 2018

Student Engineer Intern

Tyvak Systems, CUBESAT
  • Member of the first high school team to develop and launch a nano-satellite into orbit.
  • Led camera module integration with Tyvak Nano-Satellite systems.
  • Contributed to technical specifications and legal documentation.

Press Coverage:

Projects

My projects & collaborations.

PokerNow AI - AI-driven poker analytics platform screenshot showing real-time hand analysis

PokerNow AI

AI-driven poker analytics platform leveraging ML models and an AI engine.

  • Distributed analytics engine (FastAPI/Flask, MongoDB, Redis) processing thousands of hands with sub-100ms response time.
  • Live WebSocket analytics, automated hand-history processing, and Stripe subscriptions supporting 1,000+ concurrent users.
ReactTypeScriptTailwindCSSWebSocketsNode.jsFastAPIFlaskMongoDB AtlasRedisAWS S3FirebaseStripeVercel
Visit site
ClarityGPT - AI-powered SaaS platform with multiple generative AI tools interface

ClarityGPT

AI-powered SaaS platform offering 5 autonomous generative tools.

  • Multi-tool AI workspace powered by GPT-4 with structured prompt chaining for high-accuracy reasoning.
  • Role-based access control with secure Stripe subscriptions and tokenized payments.
  • Modular API architecture for text rewriting, research automation, and document analysis.
ReactTypeScriptNext.jsNode.jsExpressTailwindCSSMongoDBFirebase AuthStripeVercel
Visit site
HighlanderNow - UCR campus utility platform with interactive map and real-time parking

HighlanderNow

Academic platform serving ~2,000 UCR students with real-time campus utilities.

  • Interactive campus map, real-time parking, user auth, and personalized class schedules.
  • PWA offline support, campus safety tools, and persistent data sync via Firebase and REST APIs.
VueReactNode.jsExpressFirebaseTailwindCSSMongoDBLeaflet MapsVercel
Visit site
True-Upscaling Image Enhancer - AI-powered image upscaling tool using Real-ESRGAN

True-Upscaling Image Enhancer

Tauri-based GUI app that upscales images using the Real-ESRGAN model.

  • Upload any image type and get AI-enhanced clarity with intelligent upscaling.
RustVue 3TauriReal-ESRGAN
Visit site
Startup@UCR - Full-stack responsive website for UCR entrepreneurship club

Startup@UCR Website

Full-stack responsive website for the Startup Club at UCR.

  • Secure user registration, profiles with permissions, event calendar, and club resources.
ReactTypeScriptNext.jsNodeExpressTailwindMongoDBLottieVercel
Visit site
Surfaholic - AI surf forecasting platform with peer-to-peer spot sharing

Surfaholic – AI Surf Forecasts

AI-powered surf platform providing machine-learning forecasts and peer-to-peer surf spot sharing.

  • Share live surf clips with real-time conditions mapped across coastal regions.
  • Secure API backend with auth, geolocation mapping, and data-driven swell forecasting.
React.jsNode.jsExpress.jsREST APIsMapboxMongoDBFirebase
Visit site

LinkedIn Application Automation

Browser-automation pipeline for LinkedIn job applications.

  • Selenium-driven orchestration that scrapes, filters, and ranks job postings before handling multi-step form flows.
PythonSeleniumBeautifulSoupPyAutoGUI
View on GitHub
CS105 Predictive Big Data EDA Analysis - Starbucks customer dataset analysis with K-NN models

Starbucks Customer Behavior Analysis

Data science project modeling purchasing behavior across large-scale Starbucks customer datasets.

  • Built EDA dashboards and performed chi-squared tests, K-NN models, and regression analysis.
  • Explored purchasing patterns, demographic segmentation, and behavior forecasting.
JupyterLabPythonPandasNumPyMatplotlibSeabornScikit-Learn
View on GitHub
12

Projects

2

Years of Experience

2026

Graduation

Contact

Let's connect.

If you're interested in collaborating or have opportunities, I'm always open to connecting and exploring new ideas!

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Phone

+1 (949) 842-2889

Email

hello@dylanhnguyen.com

Location

Irvine, California