JoeQuesting
My personal blog exploring emerging technology, AI, and how it fits into everyday life.
Data Science, DevOps, and AI Training
Friendly, practical systems that make teams faster.
I specialize in building tools and applications that streamline existing workflows or data analysis tasks allowing you to spend more time on the things that matter most.
Who Is This For?
I built this site not only as a way for employers and clients to learn about me and what I offer, but so I can share my thoughts and experiences with the world.
I hope that this website will serve as a way for me to share my experiences and thoughts with other experts and passionate minds in a way that allows us all to determine how to navigate the complexities of the modern advancements in technology, such as AI.
About Me
More than just the code.
I'm a builder, a thinker, and a lifelong learner. I don't just write software; I create systems that solve real human problems.
When I'm not at the keyboard, you might find me exploring new coffee shops, hiking up a mountain, or traveling the country in a van with my wife. I believe that the best technology fades into the background, leaving us more time to enjoy the world around us.
Experience
A timeline of hands-on problem solving.
Recent roles that shaped how I build and deliver.
DevOps AI Model Trainer
February 2024 - October 2024
- Created high-fidelity reinforcement training data by editing, ranking, and rewriting model responses for multi-domain reasoning tasks.
- Developed and evaluated structured test cases for Deep Research LLMs, IDE agents, and reasoning architectures focused on debugging, data pipelines, and simulation logic.
- Strengthened multi-language compiler and execution performance across Python, C++, Dart/Flutter, JavaScript, Go, and Rust.
- Improved conversational alignment by designing prompts that isolate weaknesses in multi-turn reasoning, efficiency, and tool-use behaviors.
DevOps and Automation Engineer
March 2025 - November 2025
- Designed and deployed automation scripts using Docker, GitHub, and Linux environments to handle end-to-end workflow orchestration.
- Contributed to internal AI tooling by developing challenging DevOps prompts, custom evaluation criteria, and working code solutions that highlight LLM failure cases.
- Adapted quickly to shifting client requirements across 3+ time zones while aligning engineers and stakeholders on deliverables.
- Improved developer efficiency by operationalizing reusable automation modules for AI task execution.
Data Scientist
March 2025 - June 2025
- Created code to automate data analysis of 50,000+ data points to surface cases of interest for leadership.
- Built dashboards and reports to automate data science and discovery processes.
- Created tools and educational materials enabling non-technical staff to continue complex data processing operations.
Software Developer
April 2024 - November 2024
- Leveraged advanced prompting techniques with AI tools to boost project productivity by over 400%.
- Developed and implemented a RESTful API to facilitate seamless photo uploading and processing.
- Streamlined regional deployment and updates by adhering to SOLID principles and best practices.
Data Scientist Intern
June 2024 - August 2024
- Created Splunk dashboards that reduced incident response time from 30-60 minutes to about 5 minutes.
- Developed a predictive model with Python and LSTM networks to establish baselines, detect outliers, and forecast thousands of future values.
- Conducted data analysis and documented previously undocumented datasets.
Data Scientist Intern
May 2022 - August 2023
- Generated metrics using APIs and UIs to analyze trends and answer key questions.
- Created charts and graphs to communicate results to decision-makers.
- Utilized Python to retrieve, store, and explore data to visualize data flow between sources.
- Analyzed and formatted collected data for technical and non-technical stakeholders; presented findings informally and formally.
Projects
Business, products, and experiments.
Selected work with room for collaboration.
Roam
A trip-planning map for outdoor travelers that layers cell coverage, tree canopy, campsite availability, and weather onto a single map.
Natalie's Journal
An online shop for upcycled and repurposed clothing and accessories, giving every piece a "Second Story."
ImagineIt
A local Tinkercad-like 3D design app for combining and aligning shapes.
Hershey Photo Booth Kiosk
Photo booth kiosk for the Hershey Chocolate Stores including but not limiting the New York Time square store.
Contact
Ready to get started?
Whether you are interested in hiring or just want to chat, I'm here to help. Feel free to reach out in whatever method is most comfortable.