Exploring the Unknown: The Power of Curiosity with Innovative Technology

Exploring data

The Importance of Curiosity in Tech Think back to the last time your own curiosity sparked a profound impact on your professional or personal life. Recall the exhilaration and nervousness of delving into the unknown, unearthing potential opportunities and gaining invaluable experiences from following your own curiosity. It is in these moments of exploration that […]

Where AI Intersects with Wastewater Treatment

Water treatment center

The Problem Identified: Energy Costs and Machine Maintenance Freya Systems saved 5% of annual energy usage, exceeding customer expectations. Ensuring clean and safe drinking water is an important task that requires a considerable amount of energy. Freya Systems partnered with the Delaware County Regional Authority (DELCORA), a municipal wastewater treatment company, to identify data-driven optimization […]

AI Decision Making: to Use AI-Tech or Not to Use AI-Tech

Futuristic factory graphic

In the rapidly evolving landscape of tech innovation, businesses are at a crossroads.   New technologies promise to revolutionize industries with increases in efficiency, reducing energy consumption and improving the sustainability of equipment, but adopting the wrong tools or partners can waste time, money, and employee resources. This is especially challenging when using AI in […]

Revolutionizing Wastewater Management with AI: Augmenting Human Intelligence

Man working with control board in water treatment center

The Role of Data-Driven Decision-Making in Industrial Wastewater Treatment The wastewater industry is embarking on a new era of data-driven decision–making, largely due to advancements in artificial intelligence and machine learning. As professionals in this space, you know firsthand the complexities of managing wastewater treatment. With facilities nationwide facing aging infrastructure, tightening regulations, and limited resources, […]

Leveraging AI for Cost-Effective Wastewater Management

Water treatment from the air

Leveraging AI for Cost-Effective Wastewater Management In the often-overlooked realm of wastewater treatment, professionals like you play a pivotal role in safeguarding public health and preserving our environment. At Freya, we understand the complexity of your challenges—managing aging assets, navigating stringent regulations, and responding to the increasing unpredictability of extreme weather. Despite the critical nature […]

Survival Analysis using R: A Student and Data Analyst’s Take

Laptop on desk

Survival Analysis using R: A Student and Data Analysts Take   A Data Science Students Take on Survival Analysis By: Fahim Karim Survival analysis is something I learned while working as a Data Scientist for my professor, Dr.Sauleh Siddiqui, one of the world’s most eminent environmentalists and mathematicians. Instead of telling you what it is, […]

Mission Readiness and Advanced Battle Management Systems

Graphic of air force base from the air

  Mission Readiness And Battle Management Systems Are Strengthened With AI Technologies    How you Measure Your Impact At Freya Systems, our impact is measured in how we equip clients with predictive models and decision tools to be more effective, highly efficient, and improve safety.  We are most acutely focused on these project goals in […]

Clean Code with SQL Views

SQL and screens

  Clean Code with SQL Views One thing that can be both frustrating and freeing is that there is no single correct way to optimally do things in software. After reading the book Clean Code: A Handbook of Agile Software Craftsmanship by software expert Robert C. Martin, I have noticed when code isn’t “clean” it […]

How to create Tabsets in R Markdown

Colored tabs

The Goal: Space Saving Displays for Similar Figures in an HTML Report R Markdown is a fantastic tool for R users seeking to combine data visualization and analysis in a single reproducible deliverable. However, there are instances in which the volume of figures required clogs up the report, which acts as a nuisance at best […]