AI/ML Educator, Leader, and Practitioner

J A S O N M I L L E R

AI/ML Data Science Generative AI Agents

Minneapolis, MN ️ *****@**********.*** 1-682-***-**** (SMS)

LinkedIn GitHub

Summary

Experienced full-stack AI/ML professional with Fortune 100 experience specializing in visual AI, causal inference, and time-aware modeling. Passionate about leveraging data science to drive innovation and leading others in doing so. Entrepreneurial energy with startup experiences. Active practitioner with strong leadership and management skills. Experience

Libre Agora

AI/ML Medical Data Science Consultant; Small Business Owner June 2015—Present Baltimore, MD

Generative and CV medical AI/ML consulting (Libre Agora, LLC), nutritional supplement manufacturing (Integrity Nootropics, LLC), and other independent business activities. Tech stack: Apple AppConnect, BigCommerce, Big Query, cPanel, Cloud Run, FastAI, Firebase, Firestore, Google Cloud Platform (GCP), Hugging Face, LangChain, Microsoft Phi, OpenAI, Python, PyTorch (Torch), R, RAG, TestFlight, Ultralytics YOLO, and vectorstore DBs. BusinessCred.it

Lead Developer; Founder

August 2024—February 2025 Baltimore, MD

BusinessCred.it combines business owner coaching, education, and AI agents to help startups build credit, reducing costs by 99.81% compared to similar services. Tech stack: Ahrefs, Amazon Web Services (AWS), CSS, Google Search Console, HTML, Hubspot, JavaScript (JS), Moodle LMS, and self-hosted bulk email (e.g., Sendy), Simple Email Service (SES). Jason Miller, MS, MS

J. Galt

Technology Director

September 2023—July 2024 Indianapolis, IN

Led the design and implementation of AI systems for SMB growth. Managed freelancers and a Scrum team of graduate-level data science interns. Delivered multithreaded pub/sub lead validation in GCP, Big Query warehouse, and credit data pipelines with automated PDF reporting. Built a cryptocurrency-powered web app. Tech stack: cPanel, Google Cloud Platform, Google Workspace, Jupyter, Lucid, Notion, Python, Vercel, and Web Host Manager (WHM), Zoho (all major apps).

Ukrainian Volunteer IT Army

Adversarial Data Scientist & Cybersecurity Operator Kyiv, Ukraine (Remote) February 2022—July 2024

Cyber-ops and adversarial data science in support of Ukraine. Most of my contributions happened in the initial months. Tech stack: Burp Suite, Metasploit, Nessus, open source tools

(e.g., Snort, OWASP ZAP), Python, self-hosted VPSs, and adversarial data science libraries

(e.g., CleverHans, Foolbox).

DataRobot

Senior Customer Facing Data Scientist

March 2021—February 2023 Boston, MA (Remote)

Consulted dozens of corporate clients, including approximately 25% of all healthcare clients. Organized the Healthcare users’ group, published blog-style technical guides, developed approaches to combining auto-Time Series (AutoTS) and visual AI (CV). Supported Auto-ML, data prep, exploratory data analysis (EDA), and machine learning operations (MLOps). Promoted from Customer Facing Data Scientist in 2022. Tech stack: DataRobot, Excel, Paxata, Python, R, and Zepl (Apache Zeppelin).

Laureate Education, Inc.

Manager of Data Science

April 2019—August 2019 Columbia, MD

Facilitated training sessions on cloud technologies and data science methodologies. Collaborated with cross-functional teams to develop data-driven solutions for educational outcomes. Tech stack: Python, R, SQL Server, Azure, Firebase, and cloud-based machine learning tools.

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Jason Miller, MS, MS

Laureate Education, Inc.

Senior Data Scientist

April 2015—April 2019 Columbia, MD

Led data science initiatives utilizing advanced analytics and machine learning techniques. Developed predictive models for student retention and program effectiveness. Collaborated with stakeholders to deliver actionable insights through data visualization and reporting. Tech stack: Python, R, SQL, Tableau, and cloud-based ML platforms. Laureate Education, Inc.

Data Scientist

April 2014—April 2015 Columbia, MD

Conducted data analysis and modeling to support institutional decision-making. Developed and implemented machine learning algorithms for various educational metrics. Collaborated with IT to enhance data infrastructure and reporting capabilities. Tech stack: R, Python, SQL, and data visualization tools.

The Big Know & Laureate Education (Special Contract—Nights and Weekends) Data Science Course Author

August 2018—March 2019 Columbia, MD

Developed 6 data science courses (2 certificate programs) in partnership with The Big Know. Tech stack: Adobe products, Excel, PowerPoint, and Word. JiWire

Big Data Engineer

February 2013—December 2013 Mountain View, CA

Designed and implemented data pipelines for location-based advertising analytics. Collaborated with cross-functional teams to optimize data storage and retrieval processes. Utilized big data technologies to enhance data processing efficiency. Tech stack: SQL (Postgres), Hadoop, R, Spark, and cloud storage solutions.

3

Jason Miller, MS, MS

Intel Corporation

Data Scientist (Contractor)

December 2012—February 2013 Beaverton, OR

Conducted data analysis to support product development and market research initiatives. Developed statistical models to derive insights from large datasets. Collaborated with engineering teams to implement data-driven solutions. Tech stack: Excel, R, SAS, SQL, and PowerPoint.

USDA / ODA Food Innovation Center

Graduate Research Assistant

July 2010—January 2013 Portland, OR

Assisted in research projects focused on food innovation and consumer behavior. Conducted statistical analysis and data collection to support research findings. Collaborated with faculty on grant proposals and project presentations. Tech stack: SAS. InsightsNow

Statistician

January 2010—July 2010 Corvallis, OR

Performed statistical analysis for market research projects. Developed reports and presentations to communicate findings to clients. Collaborated with research teams to design studies and analyze data. Tech stack: SAS, git, and a very small amount of R. Git was used in all subsequent positions; I will not bother to mention it again for brevity. Altria Client Services

Contractor—Scientist

August 2008—July 2009 Richmond, VA

Conducted research and analysis to support product development and regulatory compliance. Developed statistical models to analyze consumer data. Collaborated with cross-functional teams to deliver insights and recommendations. Tech stack: Microsoft Office products (Excel, PPT) and SAS.

4

Jason Miller, MS, MS

The University of Georgia in Athens

Teaching Assistant

August 2006—July 2008 Athens, GA

Assisted professors in delivering course content and grading assignments. Conducted review sessions and provided support to students in understanding course material. Developed instructional materials and resources. Tech stack: Microsoft Office, SAS, and Stata. Philip Morris USA

Graduate Intern—Research

May 2007—August 2007 Richmond, VA

Conducted research on consumer behavior and market trends. Assisted in data collection and analysis for various research projects. Collaborated with research teams to present findings and recommendations. Tech stack: Microsoft Office, SAS, and Stata. The University of Georgia in Athens

Undergraduate Teaching Assistant

May 2005—May 2006 Athens, GA

Supported faculty in teaching undergraduate courses and grading assignments. Assisted in developing course materials and conducting review sessions. Provided academic support to students. Tech stack: SAS, Stata, R, Excel, and educational technology tools. The Red & Black Publishing Co.

Classified Advertising Manager

July 2004—March 2005 Athens, GA

Managed classified advertising operations, including client relations and ad placement. Developed marketing strategies to increase ad sales. Collaborated with editorial teams to ensure ad quality and relevance. Tech stack: Microsoft Office Suite and advertising management software.

5

Jason Miller, MS, MS

Education

Rushford Business School, James Lind Institute

PhD—In Progress (2024—Present), International Business Geneva, Switzerland Transferred from Oregon State after returning to full-time work; Rushford offers a flexible, self-paced format based in Geneva.

Oregon State University

MS—Applied Economics (2010—2012) Corvallis, OR

Enrolled as a dual MS/PhD student (2010—2013). Completed all PhD coursework and core exams but returned to full-time industry roles prior to comprehensive exams and dissertation. The University of Georgia in Athens

MS—Consumer Economics (2006—2008, thesis approved 2009) Athens, GA The University of Georgia in Athens

BS in FCS—Consumer Economics (2001—2006) Athens, GA University of California, Berkeley

Graduate Certificate—Information Systems & Management Berkeley, CA Licenses & Certifications

Technical Certifications (Coursera, Unless Otherwise Noted)

- AWS Fundamentals: Going Cloud-Native

- Building Arduino Robots & Devices

- CODAPPS: Coding Mobile Apps for Entrepreneurs

- Developing Data Products

- Getting & Cleaning Data

- Graphic Design

- HTML, CSS & JavaScript

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Jason Miller, MS, MS

- Information Security

- Interfacing with the Raspberry Pi

- LangChain: Chat with Your Data—DeepLearning.ai, Coursera

- Machine Learning

- Neural Networks & Deep Learning

- Penetration Testing

- Practical Machine Learning

- Python for Genomic Data Science

- Quantization Fundamentals with Hugging Face

- R Programming

- Software Security

- The Arduino Platform & C Programming

- The Data Scientist’s Toolbox

- Introduction to the Internet of Things & Embedded Systems

- Usable Security

- Web Design

- Other Certifications: Miscellaneous online business, AI/ML, and programming certificates (available upon request).

General Certifications (Coursera, Unless Otherwise Noted)

- A Crash Course in Data Science

- A Manager’s Toolkit

- Agile Planning for Software Products

- Certified Scrum Master—Institute for Scrum

- Data Communications & Network Services

- Graduate Certificate—Information Systems & Management—University of California, Berkeley - Home Networking Basics

- Introduction to Cisco Networking

- Network Protocols & Architecture

- The Power of Macroeconomics: Economic Principles in the Real World

- Understanding China: A Data Analytic Approach

- Understanding Russians: Contexts of Intercultural Communication 7

Jason Miller, MS, MS

Affiliations

● Ayn Rand Institute—Member

● Intertel (1% High IQ Society)—Former Member

● Mensa (2% High IQ Society)—Former Member

● National Eagle Scout Association—Lifetime Member

● Palo Alto Data Science Association—Founder / Co-founder

● The Order of the Arrow—Lifetime Member

Publications

Available upon request—two peer reviewed older papers, whitepapers, and data science blog articles, etc. AI podcasts are also available.

Licenses

FCC Technician, General, and Amateur Extra radio licenses. References

● Three LinkedIn references.

One supervisor.

Two clients.

● Two re-usable, non-employer-specific PDF recommendations.

One supervisor.

One co-worker.

● Additional available upon request.

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Jason Miller, MS, MS

Comments

For more details, visit https://linkedin.com/in/Jason-Miller-AI. Please also feel free to visit my GitHub (https://github.com/hack-R). Note that of the approximate 140 public-facing repos, approximately half are major open source projects forked to make small changes for internal or external enhancement. Feel free to also browse my Stack Overflow (https://stackoverflow.com/users/3604745/hack-r) and Stack Exchange profiles to view other community-building contributions. Archived copies of deprecated open source work, such as a moderately popular data science blog, Hack-R’s Data Science Notes, can be made available upon request.

Target Compensation

Director or Sr. Manager Roles: $185,000—$215,000

Individual Contributor Roles: $200,000—$235,000

Experience Calculations

Note: Calculating experience from AI / ML consulting and small business activities is tricky due to variation over time in FTE, as well as the composition of results. In the table and calculations below I’ve made a good faith effort to adjust the numbers appropriately. Company &

Position Start Date End Date Duration Adj. Factor Adjusted Adj. Notes Libre Agora,

AI/ML

Medical

Data

Science

Consultant

June 2015 Present 9 years 10

months

0.25 2 years 6

months

Certain

years < 5

hours/week;

since

Summer

2024, it's

been

full-time.

9

Jason Miller, MS, MS

BusinessCr

ed.it, Lead

Developer;

Founder

August 2024 February

2025

6 months 0 0 Overlaps

with Libre

Agora; not

included in

total.

J. Galt,

Technology

Director

September

2023

July 2024 10 months 1 10 months Full-time

role.

Ukrainian

Volunteer IT

Army,

Adversarial

Data

Scientist

February

2022

July 2024 2 years 5

months

0.25 6 months Adjusted to

1 month

FTE for

experience

calculation.

DataRobot,

Senior

Customer

Facing Data

Scientist

March 2021 February

2023

2 years 1 2 years Full-time

role.

Laureate

Education,

Inc.,

Manager of

Data

Science

April 2019 August 2019 4 months 1 4 months Full-time role.

Laureate

Education,

Inc., Senior

Data

Scientist

April 2015 April 2019 4 years 1 4 years Full-time

role.

Laureate

Education,

Inc., Data

Scientist

April 2014 April 2015 1 year 1 1 year Full-time

role.

JiWire, Big

Data

Engineer

February

2013

December

2013

10 months 1 10 months Full-time

role.

10

Jason Miller, MS, MS

Intel

Corporation,

Data

Scientist

(Contractor)

December

2012

February

2013

2 months 1 2 months Contract

role.

USDA /

ODA Food

Innovation

Center,

Graduate

Research

Assistant

July 2010 January

2013

2.5 years 0.5 1.25 years Adjusted to

half-time for

experience

calculation.

InsightsNow

, Statistician

January

2010

July 2010 6 months 1 6 months Full-time

role.

Altria Client

Services,

Contractor

—Scientist

August 2008 July 2009 11 months 1 11 months Contract role.

The

University of

Georgia in

Athens,

Teaching

Assistant

August 2006 July 2008 2 years 0.5 1 year Adjusted to half-time for

experience

calculation.

Philip Morris

USA,

Graduate

Intern—Res

earch

May 2007 August 2007 3 months 1 3 months Internship role.

The

University of

Georgia in

Athens,

Undergradu

ate

Teaching

Assistant

May 2005 May 2006 1 year 0.5 6 months Part-time

role.

11

Jason Miller, MS, MS

The Big

Know &

Laureate

Education,

Data

Science

Course

Author

August 2018 March 2019 7 months 1 7 months Additional responsibilit

y for 20

hours/week

on nights

and

weekends.

Calculations

Total Professional Experience: 18 years, 8 months

Total Data Science, Research, & Analytics: 16 years, 2 months 12

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