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Hi, I'm Linh Le, a Senior AI Engineer & Data Scientist with 7+ years building production-grade AI and ML systems for enterprise environments. I bridge research and practical deployment, turning complex data into scalable, impact-driven solutions that balance accuracy, latency, and cost. I have hands-on experience with LLM copilots, retrieval-augmented generation, semantic search, and end-to-end data science lifecycles. I thrive in regulated, data-sensitive environments and enjoy mentoring teams to turn ideas into real-world AI products.…Hi, I'm Linh Le, a Senior AI Engineer & Data Scientist with 7+ years building production-grade AI and ML systems for enterprise environments. I bridge research and practical deployment, turning complex data into scalable, impact-driven solutions that balance accuracy, latency, and cost. I have hands-on experience with LLM copilots, retrieval-augmented generation, semantic search, and end-to-end data science lifecycles. I thrive in regulated, data-sensitive environments and enjoy mentoring teams to turn ideas into real-world AI products.

Linh Le

AI Engineer, Data Scientist, Developer, +4

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Hi, I'm Linh Le, a Senior AI Engineer & Data Scientist with 7+ years building production-grade AI and ML systems for enterprise environments. I bridge research and practical deployment, turning complex data into scalable, impact-driven solutions that balance accuracy, latency, and cost. I have hands-on experience with LLM copilots, retrieval-augmented generation, semantic search, and end-to-end data science lifecycles. I thrive in regulated, data-sensitive environments and enjoy mentoring teams to turn ideas into real-world AI products.…Hi, I'm Linh Le, a Senior AI Engineer & Data Scientist with 7+ years building production-grade AI and ML systems for enterprise environments. I bridge research and practical deployment, turning complex data into scalable, impact-driven solutions that balance accuracy, latency, and cost. I have hands-on experience with LLM copilots, retrieval-augmented generation, semantic search, and end-to-end data science lifecycles. I thrive in regulated, data-sensitive environments and enjoy mentoring teams to turn ideas into real-world AI products.

Available to hire

Hi, I’m Linh Le, a Senior AI Engineer & Data Scientist with 7+ years building production-grade AI and ML systems for enterprise environments. I bridge research and practical deployment, turning complex data into scalable, impact-driven solutions that balance accuracy, latency, and cost.

I have hands-on experience with LLM copilots, retrieval-augmented generation, semantic search, and end-to-end data science lifecycles. I thrive in regulated, data-sensitive environments and enjoy mentoring teams to turn ideas into real-world AI products.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Language

English

Advanced

Work Experience

Team Lead – Data Science at Dillard's Inc

October 1, 2024 - October 1, 2025

Led the Traditional AI team across multiple business domains; developed Generative AI–powered knowledge chatbots and semantic search tools, reducing employee information retrieval time by over 40% and increasing internal system adoption across departments. Engineered predictive models for daily store revenue and disbursement forecasting; piloted a product visual search framework using Siamese-Triplet Loss networks and automated background removal.

Senior Data Scientist at Dillard's Inc

September 1, 2022 - October 1, 2024

Led the Data Science team on multiple projects; designed and implemented optimization models for efficient product allocation from warehouses to stores; partnered with marketing to drive data-driven product rollouts; developed an image classification network to detect and prevent sharing of sensitive customer information.

Data Scientist at Dillard's Inc

June 1, 2021 - September 1, 2022

Built statistical and ML models to forecast demand for tens of millions of product-store combinations; integrated forecasting insights into inventory and merchandising strategies; designed ETL pipelines and data warehouse modernization to centralize multi-source retail, e-commerce, and customer data using Python, SQL, and Azure Data Factory.

Graduate Research Assistant at Texas A&M University

October 1, 2018 - May 1, 2021

Conducted research on CO2 foaming behaviors of switchable ethoxylated amine surfactants for Enhanced Oil Recovery; authored and co-authored published research papers on surfactant chemistry and reservoir performance optimization.

Asset Integrity Intern at SOFEC, Inc

June 1, 2020 - August 1, 2020

Developed a virtual sensor system using machine learning algorithms to detect abnormalities and potential failures in offshore vessel mooring systems; improved predictive maintenance capabilities through data-driven anomaly detection.