Machine learning excels at finding needles in haystacks, even unexpected ones, and this helps organizations to assess risks. In this first episode of season 3, Utilizing AI hosts Stephen Foskett and Chris Grundemann discuss risk analysis with Mike O’Malley of SenecaGlobal. ML is extremely good at detecting outliers and adapting to changing patterns, and this can yield excellent results in applications like financial pattern recognition. But AI lacks real understanding, and this can limit the use cases for ML…

Chris was one of the go-to guys whenever there were complex problems. He has the knowledge, desire and potential to advance in any position he chooses. It was a pleasure working with him.

Ushesh Desai, Virtela Communications

Enrico Signoretti, Juku consulting

Chris was the driving force behind the creation of the ISOC Colorado chapter. I appreciated his leadership and technical skills and his determination. I enjoyed working with Chris on this project and I am looking forward to doing it again.

Yannis Konstantopoulos, Lumen Technologies

Chris was an amazing colleague to work with. I admire his ability to understand very technical concepts as well as business and market driven ones. He has amazing stakeholder management skills, and has the ability to build relationships and manage working groups and teams. He is a true leader who is very passionate about whatever he is working on. His desire for framing strategic direction and leading execution would be an asset to any organization. I would welcome any opportunity to work with Chris again.

Rupal Patel, CableLabs

As Chris’ Editor for Exploring IPv6, a Day One book, he kept to his schedule, output exceedingly lucid prose, and gave a sense of instructional design to an extraordinary tough technology to deploy. On time, better than could be expected, and executed with grace.

Patrick Ames, Juniper Networks

Chris is very knowledgeable, is always willing to explain and discuss, and is great at pulling together everyone’s input and moving things forward. Working with him has been a great experience.

Lisa Ruby, Motorola

Chris is an excellent organizer and leader with vision and energy. He pulled together the Colorado Chapter of the Internet Society, wrote the inital by-laws and saw the process through to the actual chapter formation.

Karen Mulberry, Internet Society

Chris Grundemann was among the most energetic and competent members of our Council throughout his time as an elected member. I found(find) Chris a most thoughtful man who brought insight and experience to the role, but was also always a genuine and professional member exerting leadership with tact and good humor. I think highly of Chris both as a technical professional and community leader, but also as a trusted friend.

Bill Darte, ARIN Advisory Council

One thing everyone should know about Chris, he always provides nothing less then quality customer service and technical support. His professionalism and skill far exceeds all expectations because he always goes the extra mile.

David Corbett, tw telecom

Through the several tasks that we spent together in a professional environment, I have seen Chris accomplish things that many would consider impossible – both as a professional and technically – and neither has been a disappointment. Chris is a calculated risk-taker. He has an uncanny way of determining what the target market needs and has the capability of tweaking his designs and implementations accordingly. As a pragmatic leader and a realist, he can grasp ideas in a holistic manner and still pay attention to minor details. Chris has a well-deserved reputation as someone who is diligent and personable – two qualities that define him completely. As someone who is a creative thinker and possesses a can-do attitude, Chris is a pleasure to work with.

Kyle Smith, Markley

Working with Chris has been a real pleasure. He is open, friendly, intelligent, discreet, skilled, productive, driven, resourceful and trustworthy! Our organisation has really benefitted from Chris’s skills and knowledge.

Howard Baggott, Internet Society

We hired Chris with high expectations. He quickly proved to be a good choice as he grasped new concepts exceptionally well and showed an aggressive personal learning regimen, surpassing his peers. I would highly recommend Chris in his future endeavors.

Ryan Privette, Virtela Technology Services Incorporated

Chris was always on top of current technology and how this technology would fit into his current network environment. Chris was a pleasure to work with and will be an asset to any organization lucky enough to hire him.

Steve Braden, Streakwave Wireless

Catina Ross, GigaOm

Chris is one of the sharpest minds you will be lucky to come across, whether in a personal or professional setting. His ability to cut through the noise and see the relevant elements and data in any situation is remarkable. 

Chris is intensely focused, dedicated, and capable. He absorbs and synthesizes data quickly, finds the leverage points, focuses on what matters, and delivers results. Any high-performing team will get a boost from engaging with Chris.

Andy Fisher, Myriad360

We appreciated his work ethics and clarity of thought. His mind was always on the “next step” and kept us all on our toes.

Ed Partch, American Tech Support

In a wireless organization the network your products operate on needs to be reliable, dependable and operating at top efficiency. Chris made sure that was a reality. Chris was a leader in the day to day operation of our network, on initiating improvement designs for the future and helping out the other departments to close performance gaps. There was never a problem to hard to solve, a solution he was not willing to seek out or a cutting edge idea he hadn’t already researched.

Wayne Gibson, WavMax

I’ve never met anyone who worked as hard as he did at learning and absorbing new skills and technologies and then applying them to his work. He’s a very fast learner and an asset to anyone who has the fortune to work with him.

Kaelyn Bowman, Virtella Communications

His intelligence and wit are only outshone by his friendly and helpful nature. Working with Chris is always a pleasure and a smashing success.

Susan Forsman, tw telecom

Chris is extremely knowledgeable and, more importantly, readily shares that knowledge with his peers to promote better overall understanding and improvement.

Dan Zumar, Virtela Technology Services Incorporated

Chris is an engineer and leader of the highest caliber as demonstrated by his ongoing volunteer responsibilities within the Internet technical community and his unwavering drive.

Connie Kendig, Internet Society

Chris has the talent to completely embrace and encompass a technology and from that drive results. It is obvious that Chris enjoys sharing his knowledge base and ideas with others. It was a pleasure working with Chris.

John McQueen, Broadcom

Chris is technically creative, hard working, and extraordinarily effective at working with both internal and external technical expert communities. A pleasure to have had on the team at CableLabs. I fully expect him to significantly move his organization and the industry.

Tom Lookabaugh, CableLabs

Chris is a talented technologist with a keen eye for marketing. This combination of skills has been a powerful asset in his role. Over the course of the 4 years that I worked with Chris, he presented at numerous events & conferences, and was a thought leadership partner. He was pivotal in honing Myriad360’s mission and developing a cohesive strategy for the company. Chris earns my highest recommendation.

Kirsten Gonzalez, Myriad360

He would always be available as a sounding board for complex issues and provided me with amazing insight on long term planning and ways to scale up teams and business processes.

Alex Tief, Myriad360

Chris is highly technical and has excellent organizational and follow up skills. I assigned Chris several initiatives while assigned to my team and his performance was exceptional. He is self motivated and has extensive technical knowledge.

Ray Whinery, Time Warner Telecom

Chris is a great asset to any company. His dedication and drive for results makes him a consistent high achiever.

Henry Yu, tw telecom

Jon Collins, GigaOm

Chris is a strong team player with tremendous attention to detail. His approach was always well thought out with solid backing to his ideas. His role and growth in the company were key to its survival. He was also very willing and able to wear multiple hats and was a flexible asset to have on hand.

Mikael Rasmussen, WavMax Broadband

Chris is a superior problem-solver with great people skills and ability to ask the really hard questions. A team player who is engaged and approachable, I expect Chris will have significant impact in the tech industry.

Deb Gerring, CableLabs

It was a pleasure to work with Chris. Chris possesses very detailed technical knowledge and solid experience, but never lost sight of his strategic and business goals when using that knowledge and experience.

Graham McKinley, Overture Networks

Chris is objective, strategically insightful, sharp and on top of his game. He’s a great collaborator who is willing to change his approach mid stream or whenever, to accommodate others. He’s a very dedicated professional with strong personal leadership qualities as well as being open and willing to inspire and empower others.

Duangthip Chomprang, Internet Society

Kenyanna Cornely, GigaOm

Chris is a consummate professional. Motivated, expressive, talented in everything he attempts. His skills in making things happen for the better are top notch.