04 / Experience Xinyue Zhang

Experience

StratiFi Solutions

Quantitative Research Analyst · New York, NY

Researched dynamic equity–bond allocation using PCA-transformed return and volume volatility, rolling model fits, and SHAP interpretation. The expanded XGBoost policy recorded a Sharpe of 1.94 in exploratory rolling evaluation, with full-sample portfolio selection and test-based tuning limiting independent validation. Read the internship research note →

Beijing Nijie Technology

Quantitative Research · Beijing, China

Alpha-factor research and TFT–CatBoost model fusion. Rolling out-of-fold ICIR improved from 0.54 to 0.78 in the project evaluation.

TechSharpe Quantitative Investment

Quantitative Research · Beijing, China

Short-horizon equity signals, feature screening, attention-based LSTM–MLP prediction, and TWAP execution.

China Securities

Financial Engineering & Quantitative Research Intern · Beijing, China

Reconstructed 20+ capital-flow factors and accelerated factor computation by approximately 20×. Researched macro exposures and constrained index enhancement.

China Dragon Securities

Fixed Income Intern · Lanzhou, China

Wealth-management product analysis, market monitoring, and strategy backtesting.

A page outside the notebook

Beyond research

I love traveling and exploring the world. Meeting people from different backgrounds and hearing their stories gives me fresh perspectives, inspires new ideas, and encourages me to reflect on my own life.

Postcards from my days away 07 photographs · tap to explore

At a time when AI agents and vibe coding are rapidly changing how ideas become reality, I hope to use these tools thoughtfully to build projects and pursue research that are both interesting and meaningful.

My ideal life is to keep coding, exploring quantitative strategies, and following questions that genuinely excite me—all while experiencing different coastlines and new corners of the world.

Celina

Beyond research

Travel photograph

Loading photograph…

1 / 7

Use ← → keys or swipe to explore