Data Analysis and Visualization

These services are meant for utilities or consultants facing a specific problem who already have a well-defined and accesible dataset they wish to analyze.

Examples:

Identification of areas of concern for PFAS (or any contaminant) based on water quality sample data

Sample deliverables:

3-5 static or dynamic visualizations along with annotated analysis and discussion of results
One follow-up analysis included in initial scope-of-work
Opportunity to follow-up with more in-depth analyses

Dashboarding

Dashboarding services are meant for utilities or consultants looking for insight into their data on-demand. Unlike a static analysis, dashboards are designed to deal with data that may change over time.

Examples:

A real-time dashboard that displays disinfectant residual values in the distribution system based on samples processed in an external software tool.

Sample deliverables:

3-5 static or dynamic visualizations in dashboard format
Provisioning: any number of users can be granted access to the dashboard by creating a login and password
Accesibility: dashboard is available 24/7 on-demand
Real-Time: dashboard can be designed to update automatically. Requires a connection to a data source

Artificial Intelligence and Machine Learning

AI and ML services involve anything around prediction, anomaly detection, or classification, and are reserved for more advanced problems.

Examples:

Predict whether a residential water meter is malfunctioning
Predict whether a water treatment plant is experiencing a contamination event

Sample deliverables:

A model is delivered as Python code. Note that to use the model, a User Interface and possibly a backend database architecture may be required as well.

Full-Stack Web Development

Building an app? These services are for utilites, consultants, or startups who are looking for software engineering expertise.
Example:

Building an API integration to connect data from two different software systems

Designing and building the front-end of a webpage using HTML, CSS, and JavaScript frameworks such as React.js

Digital Product Management

Product Management services are for those looking for guidance on how to go about understanding the needs of their end users, and how to design, build, and deploy your product to maximize your chances of success.

Example:

How can I design my product to maximize the chances of adoption?

Water Industry Business Consulting

Learn from a Project Manager and Data Scientist who was at the core of a $80 Million digital transformation effort at the largest water utility in the US.

Sample use cases:

Understand how changing regulatory frameworks are driving water utility M&A activity
Understand how regulatory frameworks are driving internal policies/practices at large and small water utilities
Understand the state of the technology in subject areas such as water quality sensors, storm/sewer sensors, IoT, asset management software, AI and ML adoption, or SaaS solutions
Understand which vendors water utilities prefer for a given hardware or software solution
Understand the organizational and cultural dynamics of the water industry

Aaron McGarvey

Data Analysis and Visualization

These services are meant for utilities or consultants facing a specific problem who already have a well-defined and accesible dataset they wish to analyze.

Dashboarding

Dashboarding services are meant for utilities or consultants looking for insight into their data on-demand. Unlike a static analysis, dashboards are designed to deal with data that may change over time.

Artificial Intelligence and Machine Learning

AI and ML services involve anything around prediction, anomaly detection, or classification, and are reserved for more advanced problems.

Full-Stack Web Development

Digital Product Management

Product Management services are for those looking for guidance on how to go about understanding the needs of their end users, and how to design, build, and deploy your product to maximize your chances of success.

Water Industry Business Consulting

Learn from a Project Manager and Data Scientist who was at the core of a $80 Million digital transformation effort at the largest water utility in the US.

Services

Aaron's services cover three main areas: data analysis and modeling, full stack application development, and water industry business consulting.

Data Analysis and Visualization

These services are meant for utilities or consultants facing a specific problem who already have a well-defined and accesible dataset they wish to analyze.

Dashboarding

Dashboarding services are meant for utilities or consultants looking for insight into their data on-demand. Unlike a static analysis, dashboards are designed to deal with data that may change over time.

Artificial Intelligence and Machine Learning

AI and ML services involve anything around prediction, anomaly detection, or classification, and are reserved for more advanced problems.

Full-Stack Web Development

Digital Product Management

Product Management services are for those looking for guidance on how to go about understanding the needs of their end users, and how to design, build, and deploy your product to maximize your chances of success.

Water Industry Business Consulting

Learn from a Project Manager and Data Scientist who was at the core of a $80 Million digital transformation effort at the largest water utility in the US.

Services

Aaron's services cover three main areas: data analysis and modeling, full stack application development, and water industry business consulting.

Data Analysis and Visualization

For water utilities, consultants, or industry startups with a specific problem who are looking to derive key operational insights from their data.

Dashboarding

For water utilities or startups looking for real-time insight on demand.

Artificial Intelligence and Machine Learning

For water utilities or industry startups looking for advanced analysis, predictive modeling, or anomaly detection on larger datasets that may require substantial data cleaning and preparation.

Full-Stack Web Development

For water utilities, startups, or consultants seeking end-to-end solutions including software architecture and design, APIs, as well as front and back-end development.

Digital Product Management

For water utilities, industry startups or consultants looking for help understanding the true needs of their users, maximizing their chances of success, and navigating the difficult path towards deployment and adoption.

Water Industry Business and Startup Consulting

For industry startups, market researchers, investment firms, or other individuals or organizations looking for insider knowledge on current trends in the water industry.