Managing a quantitative investment organization is challenging. Building one from scratch is even more difficult. Often the pitfalls only become clear in hindsight. Given the pace of AI technological changes, even well established firms need to rethink long-established workflows.

WKG Associates helps firms get it right the first time — bringing 20+ years of hands-on experience in portfolio construction, optimization, and the full operating stack of a quant business so clients don't have to learn expensive lessons the hard way.

Working alongside leaders in quantitative asset management, I've built deep expertise in portfolio construction and optimization, with broad experience across research, trading, and performance attribution.

Please contact us at info@wkgassociates.com for more information.