Jonathan P Evans
@jonathanpevans
Senior Data Scientist specializing in AI/ML, experimentation, and scalable data infrastructure.
United StatesWhat I'm looking for
I am a Senior Data Scientist with deep experience building AI, ML, and data infrastructure to drive measurable program impact. I have designed production-ready data architectures, experimentation platforms, and AI tools that turned multi-day analyses into near-real-time insights.
My work blends applied machine learning, NLP, and cloud data engineering — from RAG chatbots and vector embeddings to Redshift/Athena pipelines and full-stack A/B testing platforms. I collaborate with researchers and stakeholders to translate business questions into rigorous analytical frameworks and published research.
I prioritize reproducibility, statistical rigor, and accessibility for non-technical users, and I bring hands-on experience across AWS, Azure OpenAI, Python/R, and modern ML tooling to accelerate product and research outcomes.
Experience
Work history, roles, and key accomplishments
Senior Data Scientist
Orijin
Jul 2024 - Jan 2026 (1 year 6 months)
Designed SQL-based data architecture tracking 30,000+ incarcerated learners and implemented RAG chatbot and AI reporting tools to reduce analysis time from days to minutes and improve data accessibility for non-technical stakeholders.
Data Scientist
Panorama Education
May 2022 - Aug 2023 (1 year 3 months)
Applied Python and statistical methods to complex survey data, deployed Athena/Redshift pipelines achieving 99.9% data accuracy, and contributed to five published research studies improving the company's educational research capabilities.
Data Analyst
Workforce Solutions of Central Texas
Feb 2020 - May 2022 (2 years 3 months)
Conducted EDA and built a ticket forecasting model with production-ready architecture, improving forecasting performance by 25% and reducing recurring issues by 49% through a tagging and analysis framework.
Performed sentiment analysis and topic modeling on customer chat data to quantify impacts on satisfaction and surfaced key themes influencing user experience through visualizations and word-frequency analysis.
Education
Degrees, certifications, and relevant coursework
University of Texas at Austin
Master of Science, Business Analytics
2019 - 2019
Master of Science in Business Analytics (MSBA) with a specialization in data science and machine learning completed in 2019.
University of Texas at Austin
Bachelor of Science, Management Information Systems
2018 - 2018
Bachelor of Science in Management Information Systems completed at the University of Texas at Austin in 2018.
Tech stack
Software and tools used professionally
Availability
Location
United StatesAuthorized to work in
Job categories
Skills
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