KQ• CV

2026 Job Market · Rutgers Economics

Kaiwen
Qiu

Econometrician building real-time forecasts from economic data and language.

I study when high-dimensional data and LLM-derived narratives improve macroeconomic and financial forecasts—and evaluate them under the information constraints forecasters actually face.

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3 classes

What does this text imply for the economy?

EconBERT classifies macroeconomic direction rather than surface emotion. Try a validated example or paste your own passage.

Economic tone+0.95
● Positive
−1 Negative0+1 Positive
Negative1%
Neutral2%
Positive97%

New text runs privately on your device; the first analysis loads a ≈65 MB quantized model. Input is truncated at 512 tokens. Score = P(positive) − P(negative).

Read about EconBERT
Job Market PaperReal-time narrative indices
4 papersEconometrics · LLMs · RL
PGIM · 2025Quantitative research
4.71 / 5Econometrics instructor rating

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A shorter path to the work.

01Research

Four papers across forecasting, econometrics, LLM narratives, and reinforcement learning.

View page → 02EconBERT

Model design, economic-tone measurement, and real-time narrative indices.

View page → 03Experience

Education, quantitative research, research assistantships, and teaching.

View page → 04Contact

Get in touch about recruiting, collaboration, or economic NLP.

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