Minh Le
Houston
Summary
Senior Python Engineer with 11 years of enterprise experience building backend systems, data processing workflows, and internal platforms in large-scale environments. Strong background translating business requirements into reliable technical solutions, with hands-on experience in Python, SQL, distributed systems, and data pipelines. Comfortable working across teams, maintaining clean codebases, and supporting data-driven decision making.
Overview
12
12
years of professional experience
Work History
Vice President of Engineering
JPMorgan Chase
Houston
09.2023 - Current
- Hands-on senior engineer leading the design and delivery of internal Python-based platforms used across multiple teams.
- Architected and built a large-scale regression testing and data validation platform supporting 100+ developers across 20+ teams.
- Designed modular, reusable Python components to integrate data from internal services, APIs, and databases.
- Partnered closely with product owners, QA, and business stakeholders to clarify requirements and translate them into maintainable technical solutions.
- Led code reviews and enforced standards around code quality, reuse, testing, and maintainability.
- Implemented CI/CD workflows using Jenkins (Jenkinsfile) and Jules to automate testing, validation, and controlled deployments.
- Supported teams in debugging complex production issues across distributed systems.
- Technologies: Python, SQL, Redis, Docker, Kubernetes
Senior Software Engineer
Fidelity Investments
Westlake
06.2023 - 07.2024
- Designed and implemented backend services and ETL-style data processing workflows using Python and FastAPI.
- Built utilities to compare datasets, detect inconsistencies, and generate reports using Pandas for analysis and validation.
- Developed pipelines to process large files (up to 10GB) with a focus on reliability and efficiency.
- Refactored Pandas-heavy workflows to PyArrow-based processing for performance and memory improvements.
- Implemented Redis-backed services to monitor data changes and surface near-real-time insights.
- Collaborated with teams to define data contracts and improve schema consistency.
- Applied object-oriented design principles and common design patterns to build extensible systems.
Senior Software Engineer
NativeAI
New York
01.2023 - 06.2023
- Developed Python services for ingesting and processing external data sources.
- Built web-scraping utilities using Requests, Beautiful Soup, and Selenium.
- Implemented event-driven processing pipelines using AWS Lambda, SQS, and Kafka.
- Improved database performance using optimized schemas, materialized views, and triggers.
Senior Software Engineer
IBM
Dallas
11.2018 - 01.2023
- Designed and maintained Python backend systems supporting data-driven applications.
- Worked extensively with SQL, including complex queries and stored procedures in PostgreSQL and Oracle.
- Participated in architecture reviews and service-oriented design initiatives.
- Used Pandas and NumPy for data preparation, exploratory analysis, and reporting.
Software Engineer
CBRE
Dallas
06.2014 - 11.2018
- Developed Python/Django applications supporting analytics and operational workflows.
- Built scheduled jobs for automated data ingestion and processing.
- Used Pandas to manipulate datasets and support internal reporting.
Education
B.S. - Electrical Engineering
Texas A&M University
Skills
- Python: primary language
- Backend & Data-Focused Engineering
- Leadership & Technical Mentorship
- SQL & Databases: PostgreSQL, Oracle (PL/SQL), Redis
- Data Processing & ETL Workflows
- Pandas & NumPy
- Object-Oriented Design & Design Patterns
- Microservices
- Cloud platforms (AWS): Lambda, S3, SQS, DynamoDB, API Gateway
- API Gateway
- Containerization: Docker & Kubernetes
- CI/CD: Jenkins, Jenkinsfile, Jules
- Backend Architecture& System Design
- Data Structures& Algorithms
- Web Scraping: Requests, Beautiful Soup, Selenium
Personal Information
Title: Senior Python Engineer (Data-Focused)
Timeline
Vice President of Engineering
JPMorgan Chase
09.2023 - Current
Senior Software Engineer
Fidelity Investments
06.2023 - 07.2024
Senior Software Engineer
NativeAI
01.2023 - 06.2023
Senior Software Engineer
IBM
11.2018 - 01.2023
Software Engineer
CBRE
06.2014 - 11.2018
B.S. - Electrical Engineering
Texas A&M University