Andrew Ji New Era Scientist

微光所及之处,万物生生不息

Where a glimmer of light reaches, life endures.

Andrew Ji portrait
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Finance Math Environmental Science Machine Learning

Andrew Ji Personal Website

I’m a student at the University of Virginia pursuing Commerce and Mathematics. My work sits across climate-risk attribution, interpretable machine learning, investor data systems, and decision-focused analytics.

I’m interested in building models and tools that are not just predictive, but structured, legible, and useful in the real world — whether that means causal attribution in climate science, pricing and customer analytics, or matching startups with the right investors.

Selected Work

What I’m building

The portfolio is less about collecting unrelated projects and more about tracing one consistent instinct: to make complex systems more interpretable, more defensible, and more useful for decisions.

Research
Physics-aware Causal DL Attribution
A block-based deep-learning framework for attributing extreme precipitation under counterfactual warming changes, designed around causal interpretability rather than pure black-box fit.
Applied Analytics
Pricing & Customer Value Systems
Decision tools for CLV, price sensitivity, and service expansion, combining quantitative structure with business-facing usability.
Data Infrastructure
Investor–Startup Matching Dataset
A data pipeline that extracts and organizes fund theses, portfolio signals, geography, and check-size patterns to support better venture matching.
About

Introduction

placeholder for a more personal introduction, maybe with a bit about how I think about the world and my work, what I’m excited to build next, or just some fun facts. I want this section to feel more like a conversation than a formal bio, so I’m keeping it pretty open-ended for now.

placeholder for a more personal introduction, maybe with a bit about how I think about the world and my work, what I’m excited to build next, or just some fun facts. I want this section to feel more like a conversation than a formal bio, so I’m keeping it pretty open-ended for now.

LinkedIn
andrew-zhe-ji
Documents
Resume / Proficiency Tracker
Tone
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