Jane Jiang
Data Engineer (Predoctoral Appointee)
Jersey City, New Jersey, United States
Summary
👤
Senior🎓
Top SchoolJane Jiang is a Data Engineer and AI practitioner with nine years of experience building agentic systems, retrieval platforms, and scalable AI infrastructure, currently at Argonne National Laboratory. She has hands-on expertise applying advanced algorithms like HNSW for multi-source JSON integration and deploying local Llama3 agent frameworks to convert unstructured text into structured JSON for downstream analysis. Previously she developed end-to-end GenAI products and graph representation learning pipelines, and her work spans model fine-tuning, few-shot learning, and production-focused performance optimizations. Jane has a strong background in applied ML and big-data engineering—using XGBoost, PySpark, and TensorFlow—to drive measurable improvements such as halving run times and boosting model utility for clinicians. Trained at Carnegie Mellon with academic stints at Xiamen, Colgate, and Cornell, she blends economics, business analytics, and computer science perspectives to solve practical problems. Outside engineering, she balances curiosity for new AI applications with simple pleasures like swimming and movie-watching, reflecting a grounded, experimental approach to research and productization.
9 years of coding experience
1 year of employment as a software developer
Exchange Student Economics & Computer Science, Exchange Student Economics & Computer Science at Colgate UniversitySummer Program Applied Economics and Management, Summer Program Applied Economics and Management at Cornell UniversityMaster’s Degree Information System Management-Business Intelligence and Data Analytics, Master’s Degree Information System Management-Business Intelligence and Data Analytics at Carnegie Mellon UniversityBachelor’s Degree Economics, Bachelor’s Degree Economics at Xiamen University
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (46)
machine-learning-models9
cpp9
python8
high-performance8
deep-learning8
machine-learning8
model-compression8
neural-network7
tensorflow7
computer-vision7
compression6
recommender6
convolutional-neural-networks6
image-processing6
automl5
Programming languages (4)
Github contributions (5)
ginger0106/a2_auto
Aug 2019 - Nov 2019
Contributions:120 pushes in 2 months
ginger0106/a2
Aug 2019 - Nov 2019
Contributions:138 pushes, 1 branch in 2 months
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