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L. Mark CotyLC
Open to opportunities

L. Mark Coty

@lmcoty

AWS Data Engineer and former mathematics professor specializing in data engineering and ML.

United States
Message

What I'm looking for

I seek roles building scalable AWS data architectures and ML pipelines where I can apply statistical expertise, mentor teams, and deliver actionable analytics.

I am an AWS Data Engineer with 20+ years in quantitative research and mathematics, combining academic rigor with practical data engineering, machine learning, and statistical inference expertise. I build scalable cloud data architectures, ETL pipelines, and predictive models using AWS, Python, and SQL.

At MHA Tracker I led an AWS region migration and deployed a serverless multi-tenant SaaS, automating OCR receipt processing and implementing least-privilege IAM and reproducible environment scripts. I also built secure AWS infrastructures and real-time ETL pipelines for product launches, delivering dashboards and analytics that informed business KPIs.

As an educator and academic manager I designed data-driven courses, ran A/B tests, analyzed large assessment datasets, and earned tenure for contributions to curriculum and student success. I collaborate across technical and non-technical teams to translate raw data into actionable insights and scalable solutions.

Experience

Work history, roles, and key accomplishments

MI
Current

AWS Data Engineer

MHA Tracker Inc.

Aug 2025 - Present (4 months)

Led AWS region migration and deployed a serverless multi-tenant SaaS using Cognito, AppSync, Lambda, DynamoDB, Textract, and S3; automated OCR receipt processing to reduce manual entry time by >90% and implemented least-privilege IAM and reproducible environment scripts.

KL
Current

AWS Data Integration Engineer

KaiMate NZ Ltd.

Jan 2024 - Present (1 year 11 months)

Built secure AWS infrastructure (RDS PostgreSQL, S3 data lake, Redshift) and ETL pipelines for MVP launch, engineered event logging and schemas for loyalty tracking, and delivered vendor dashboards and automated QuickSight reports to drive business insights.

LC
Current

Adjunct Instructor

Lanier Technical College

Jan 2021 - Present (4 years 11 months)

Designed and taught data-driven mathematics courses integrating real-world datasets and statistical methods; applied analytics to assess and improve student performance and course effectiveness.

Education

Degrees, certifications, and relevant coursework

Codecademy logoCO

Codecademy

Professional Certifications, Data Science

2024 - 2025

Completed multiple data science and analytics certification programs covering data inference, analytics, and business data analysis.

University of Illinois at Chicago logoUC

University of Illinois at Chicago

Bachelor of Arts, Philosophy (Mathematical Logic)

Earned a Bachelor of Arts with University Honors and Highest Distinction, concentrating on mathematical logic, set theory, and metamathematics.

Georgia State University logoGU

Georgia State University

Master of Education, Secondary Mathematics

Completed a Master of Education in Secondary Mathematics, focusing on pedagogy and curriculum for secondary math instruction.

Chingu logoCH

Chingu

Project-Based Experience, Data Science Projects

2024 - 2024

Participated in team-based data science projects involving real-world datasets and collaborative development workflows.

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L. Mark Coty - AWS Data Engineer - MHA Tracker Inc. | Himalayas