Linh Le Email & Phone Number

Little Rock, Arkansas, United States

• Lead the new Dillard's Traditional AI team, working along side members to deliver high-quality machine learning & deep learning models to meet a wide variety of business needs. Mentor and help strengthen technical.
• Engineer predictive models to forecast daily store revenues and disbursements for all of Dillards' location.
• Design and pilot a product visual search framework, leveraging a combination of computer vision models such as Siamese-Triplet Loss neural network, auto background removal, and image classifier.
• Research and experiment with various applications of Generative AI for Dillard's internal usages, such as knowledge chat bot, or document semantic search.

Little Rock, Arkansas, United States

• Lead the Dillard's Data Science team, worked closely with the team members by coordinate on-going projects, delegating tasks, overseeing progress, and providing feedback.
• Designed & developed optimization models to allocate millions of different products from warehouse to stores in the most optimal way.
• Collaborated with the marketing team to enhance product rollouts with data driven solutions.
• Developed image classification neural network with the customer data team to detect & prevent the accidentally sharing of sensitive credit card information.

Little Rock, Arkansas, United States

• Build statistical & machine learning models to forecast demands for tens of millions of product-store combinations.

College Station, Texas, United States

Researched & published works in CO2 foaming behaviors of Switchable Ethoxylated Amine surfactant(s) and their applications for Enhanced Oil Recovery.

Houston, Texas, United States

Developed a virtual sensor system, powered by machine learning algorithms, to detect abnormality and potential failure in offshore vessels’ mooring system

Hanoi, Vietnam

Conducted preliminary project screening for potential Enhanced Oil Recovery applications in several company's oil reservoirs via data analytics & machine learning approach.

Houston, Texas, United States

Tutor university courses such as Math, Physics and Chemistry. Assist students with challenging coursework and assignments.

University Of Houston

Provide guidance and encourage students to be successfully in Fundamentals of Chemistry I course. Grade homework and hold office hour.

Ho Chi Minh City, Vietnam

Performed optimization and sensitivity analysis to maximize oil recovery and cashflow through reservoir simulation.

Master'S Degree, Petroleum Engineering, 4.0

Activities and Societies: Society of Petroleum Engineering

Bachelor'S Degree, Petroleum Engineering, 3.8