Lin Deng Email & Phone Number
Who is Lin Deng? Overview
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Lin Deng is listed as PHD Candidate at Melbourne Business School, a with 637 employees, based in Greater Melbourne Area, Australia. AeroLeads shows a matched LinkedIn profile for Lin Deng.
Lin Deng previously worked as Strategic Pricing Consultant -- Commercial Committee at China Eastern and Capstone Project -- Consultant at Daikin Applied Americas. Lin Deng holds Doctor Of Philosophy - Phd, Econometrics And Quantitative Economics from University Of Melbourne.
Email format at Melbourne Business School
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About Lin Deng
Actively seeking full-time positions related to Data Science, Data Analytics, and Business Analytics. Experienced in Business Intelligence, Data Analytics/Statistics, Strategy PricingSkills: Python(scikit-learn, numpy, pandas), R, Matlab, SQL, Tableau, RShiny, PysparkTechniques: Optimization, Operation Research, Machine Learning, Data Mining, A/B testing, Regression, Clustering, Stochastic Model.
Lin Deng's current company
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Lin Deng work experience
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Phd Candidate
Strategic Pricing Consultant -- Commercial Committee
Pricing, Modeling, Data Analysis, Machine Learning- Built pricing models for airline sales to maximize revenue and support business goals
Capstone Project -- Consultant
• Processed and cleaned 110,350 bidding pipeline data from Daikin to help increase bidding winning-probability and profits• Conducted EDA process in Python to understand business requirements and proved the probability and business strategy assumptions• Created a large number of new features including response variable, reasonable bid winning probability, etc.,• Built and tuned Ada-boost, xgboost, and Gradient Boosting models to choose important variables and improve prediction… Show more • Processed and cleaned 110,350 bidding pipeline data from Daikin to help increase bidding winning-probability and profits• Conducted EDA process in Python to understand business requirements and proved the probability and business strategy assumptions• Created a large number of new features including response variable, reasonable bid winning probability, etc.,• Built and tuned Ada-boost, xgboost, and Gradient Boosting models to choose important variables and improve prediction performance• Achieved prediction Accuracy: 81%, Recall (true positive rate): 82% Show less
Lin Deng education
Doctor Of Philosophy - Phd, Econometrics And Quantitative Economics
Master Of Science - Ms, Industrial And Systems Engineering -- Analytics Track
Frequently asked questions about Lin Deng
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What company does Lin Deng work for?
Lin Deng works for Melbourne Business School.
What is Lin Deng's role at Melbourne Business School?
Lin Deng is listed as PHD Candidate at Melbourne Business School.
Where is Lin Deng based?
Lin Deng is based in Greater Melbourne Area, Australia while working with Melbourne Business School.
What companies has Lin Deng worked for?
Lin Deng has worked for Melbourne Business School, China Eastern, and Daikin Applied Americas.
How can I contact Lin Deng?
You can use AeroLeads to view verified contact signals for Lin Deng at Melbourne Business School, including work email, phone, and LinkedIn data when available.
What schools did Lin Deng attend?
Lin Deng holds Doctor Of Philosophy - Phd, Econometrics And Quantitative Economics from University Of Melbourne.
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