Hello, I'm

Jerry Yang

Data Analytics · AI Engineering · Cloud Automation

Oxford & Melbourne-trained data scientist building intelligent systems
that turn complexity into clarity.

Jerry Yang at Oxford
0+ Projects Shipped
0+ Industries
0 Degrees

Building at the intersection of
data, AI, and impact.

I'm a data analytics and AI professional with hands-on experience building analytics pipelines, machine-learning and NLP models, and deploying AI workflows on cloud platforms. My work spans consulting, transport, finance, health, and real estate — always focused on translating data into operational improvements.

With an MSc from Oxford (Cohort Dux) and a Master of Business Analytics from Melbourne Business School (Ranked 2nd), I bring rigorous quantitative training to every project. CFA Level I holder. Bilingual Chinese-English.

DUX

University of Oxford

MSc Modelling for Global Health

Data Science · High Distinction · 2024–2025

2nd

Melbourne Business School

Master of Business Analytics

Data Science · High Distinction · 2023

University of Melbourne

Bachelor of Commerce

Actuarial Studies · Distinction · 2020–2022

Where I've made impact.

Jun–Sep 2025

Data Analyst Contract

Genex Consulting · Melbourne

  • Optimised SQL queries reducing query time ~40%, stabilising Power BI refreshes for transport analytics
  • Built Python + SQL pipelines aggregating congestion metrics across 100K+ daily records
  • Developed interactive Power BI dashboards with DAX and drill-downs
Mar–Aug 2025

Research Assistant Oxford

MORU — Mahidol Oxford Tropical Medicine Research Unit

  • Designed AI chatbot architecture for AMR data collection (LINE UI + REDCap + Python backend)
  • Applied NLP and image recognition achieving 99% data accuracy, reducing manual cleaning by 80%
  • First author on upcoming JMIR research publication
Oct 2021–Sep 2024

Data Analyst Part-time

AIKE International · Melbourne

  • Analytics for residential projects across a ~$50M portfolio, achieving 250% five-year ROI
  • NLP sentiment analysis on 10,000+ online property comments for market intelligence
  • Automated data extraction and reporting, reducing manual prep time by ~70%
Sep 2023–Jan 2024

Business Analyst Fellow

Centre for Business Analytics, Melbourne Business School

  • Built ML models (logistic regression, XGBoost) evaluating ad regulation impact, R² up to 0.84
  • Designed A/B testing frameworks with automated pipelines for training data preparation
Aug–Sep 2023

Data Analyst

Downer Analytics Lab · Melbourne

  • Audited stock data across 24 asphalt plants using SQL and R, identifying ~AUD 200K annual savings
  • Developed automated Power BI dashboards and anomaly detection scripts
Feb–Mar 2023

Quantitative Analyst Intern Remote

Goldman Sachs · New York

  • Constructed pricing models for European options using the Black-Scholes formula in C++
  • Computed and summarised pricing results with OOP design

Selected works.

PythonNLPREDCapLINE API

AMR Chatbot

AI-powered chatbot for antimicrobial data collection at Oxford. LINE UI + REDCap + Python backend. NLP and image recognition for entity extraction. First-author JMIR publication.

99% Accuracy80% Less Manual Work
AWSLambdaBedrockn8nDocker

Cloud Workflow Automation

AWS-based AI automation pipelines (SES, S3, Lambda, Bedrock) for lead scoring, personalized email generation, and client intent classification. n8n orchestration with prompt engineering and production logging.

60% Faster TriageEnd-to-End AWS
Three.jsReactMediaPipeWebGL

FX3D — 3D Particle System

Interactive 3D particle system with MediaPipe hand tracking. AI-generated formations (jellyfish, nebula, dragon), custom shaders, Web Workers for 60fps physics. Live Demo

Next.jsReactClaude SDKshadcn/ui

AIMSkit — EU AI Act Compliance

AI-powered compliance tool evaluating systems against EU AI Act. Risk classification, ISO 42001 gap analysis, and PDF report generation. Claude AI for intelligent regulatory analysis.

TypeScriptMonacoWebGLClaude SDK

ShaderForge — AI Shader IDE

Local Shadertoy-compatible GLSL IDE with AI-powered shader generation from natural language. Monaco editor, real-time WebGL preview, template library system.

PythonFastAPIPandasNumPy

Quant-Trading Backtest

Quantitative backtesting platform with 5 strategies (MA Crossover, RSI, Bollinger, Momentum, MACD). Sharpe/Sortino ratios, max drawdown, automated PDF report generation.

PythonGISIoTPredictive Models

UrbanChain Energy · 180DC Oxford

Predictive models for household energy storage and consumption with GIS visualization. Real-time IoT dashboards. Reduced energy oversupply ~20%. Best Consultant Award.

HTMLCSSJavaScript

Dev Router

One-click local project launcher dashboard. Auto-scans project directories, starts dev servers, and opens browser. Streamlines multi-project development workflow.

Technical toolkit.

Programming & Data

PythonSQLRC++TypeScript GDScriptPandasNumPyScikit-learn TensorFlowPyTorch

Cloud & MLOps

AWSAzure DatabricksDockern8n LambdaS3BedrockSES CI/CDGit

Analytics & ML

Machine LearningNLPTime Series A/B TestingCausal InferenceXGBoost Feature EngineeringETLEDA

Visualization & BI

Power BITableauMatplotlibggplot Three.jsD3.jsFigmaWebGL

Frontend & Tools

Next.jsReactTailwind CSSGodot Unreal Engine 5shadcn/uiFramer Motion Vite

Domain & Certs

CFA Level IPTE 90/90Bilingual EN/CN JiraConfluenceAgile

Let's build
something great.

Ask Jerry's AI

AI assistant Tom

Hi! I'm an AI assistant trained on Jerry's background. Ask me anything about his experience, projects, or skills.