Lin Deng
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Lin Deng Email & Phone Number

Location: Greater Melbourne Area, Australia 4 work roles 2 schools
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Current company
Role
PHD Candidate
Location
Greater Melbourne Area, Australia
Company size

Who is Lin Deng? Overview

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Quick answer

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.

Company email context

Email format at Melbourne Business School

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Melbourne Business School

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Profile bio

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.

Current workplace

Lin Deng's current company

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Melbourne Business School
Melbourne Business School
PHD Candidate
Melbourne, VIC, AU
Website
Employees
637
AeroLeads page
4 roles

Lin Deng work experience

A career timeline built from the work history available for this profile.

Strategic Pricing Consultant -- Commercial Committee

Shanghai City, China

Pricing, Modeling, Data Analysis, Machine Learning- Built pricing models for airline sales to maximize revenue and support business goals

Nov 2019 - Feb 2020

Capstone Project -- Consultant

Greater Minneapolis-St. Paul Area

• 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

Sep 2018 - Dec 2018
2 education records

Lin Deng education

FAQ

Frequently asked questions about Lin Deng

Quick answers generated from the profile data available on this page.

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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