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I have worked closely with Charles in both professional contexts and during his recent volunteer engagement with the Soteria Initiative, focused on financial crime and AML challenges. He applies AI/ML engineering and architectural skills effectively to complex compliance and detection problems, quickly adapting methods to domain-specific constraints. His work is precise, delivery-oriented, and aligned with budget and timeline expectations. A valuable contributor in any regulatory initiative.

I had the pleasure of working with Charles while we were both at Credit Suisse. He is a highly professional and committed data scientist who consistently delivers exceptional results. He is sharp, knowledgeable, dedicated, innovative and handles challenges with unwavering determination. Charles is a pleasure to work with and would be an asset to any team. He is a true standout in the field. Wish him all the success in life !

Glad to recommend Charles for data science projects. He is a capable and responsible professional – an asset for projects large and small. Charles is a pleasure to work with, has well-rounded experience and a strong skills set when it comes to applied machine learning. I worked with him at a large bank and on a small consulting engagement. Will be glad to collaborate again.

I had the privilege of working closely with Charles at Credit Suisse, and I can confidently say he is one of the most exceptional data scientists I’ve encountered. In an environment filled with brilliant professionals boasting impressive credentials, Charles truly stood out. What sets Charles apart is his unique ability to approach data problems through a business-first lens. He consistently asks the critical questions: “How does this challenge impact the business?” and “This is what the business says they want, but is it truly what they need based on the insights I’m seeing in the data?” This perspective enables Charles to deliver bespoke, impactful solutions that are not just technically excellent but also strategically aligned with specific business needs. His rare combination of technical expertise and business acumen makes him an invaluable asset to any team.

I have worked with Charles together with him being the data scientist and me the project lead for a project at a Swiss Private Bank. I was utmost impressed by Charles for 3 reasons: 1. Charles is extremely knowledgeable in his field of data science 2. Charles is hard working, I have hardly seen this level of dedication 3. Charles is not shy to challenge the status quo and he is able to find solutions even in challenging environments. I can recommend Charles.

I had the pleasure of working with Charles on several AML (Anti-Money Laundering) compliance projects, and he quickly stood out for both his technical expertise and his ability to collaborate effectively with the team. He consistently delivered high-quality, innovative solutions to complex problems, and his talent was widely respected by both fellow team members and senior leadership.