Jui Shah
Data Scientist - Machine Learning Engineer @American Airlines
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WORK HISTORY
Data Scientist - Machine Learning Engineer @American Airlines
Engineered Airport Rate Tool (ART)- Production ML ensemble (Random Forest, XGBoost, Gradient Boosting)achieving 0.70+ ROC-AUC, enabling $200M+ annual revenue optimization through predictive capacity management• Built SIMBA Gate Propagation Engine using PySpark and Databricks, reducing aircraft delays by 15% and improvinggate utilization by 22% through ML-powered optimization algorithms• Deployed Dynamic Time Warping and clustering algorithms for flight pattern analysis, reducing passenger-impactingcancellations by 18% during irregular operations through proactive adjustments• Architected production ML pipelines using Databricks, Snowflake, and Azure ML with custom CUDA kernels, achieving60% latency reduction (500ms → 200ms) while maintaining 95%+ accuracy• Built real-time data processing system using Apache Kafka and S3 for streaming aviation data, implementing featurestores and monitoring dashboards using Gradio for stakeholder visibility.• Developed multimodal Gen AI pipeline combining LSTM weather models with LLM reasoning for natural languageoperational recommendations, deployed on Azure ML with 99.8% uptime serving 200M+ annual passengers• Implemented RAG-based knowledge system using S3 data lake and Databricks vector search, enabling real-time query ofhistorical weather patterns and operational procedures with 85%+ accuracy
EDUCATION
Dhirubhai Ambani University
Bachelor of Technology, ICT + minors in Computational Science
University of Massachusetts Amherst
Master of Science, Computer Science
ABOUT JUI SHAH
Currently : ML/AI for Performance Ads at Samsung for speciality TV to Web…
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