Michael Madans

Background

About Michael Madans

I’m a Senior Data Scientist with 9+ years of experience delivering data-driven solutions across high-growth startups and enterprise environments. My work sits at the intersection of analytics, product strategy, and experimentation—translating complex data into meaningful insights that drive user engagement, revenue growth, and product innovation. I’ve led analytics initiatives at companies ranging from early-stage startups to global organizations. At Vindex, I helped launch a B2B self-service analytics platform and built real-time data pipelines processing over 1B records daily. At ESL FACEIT Group, I designed the company’s first experimentation framework and helped secure multi-million dollar contracts through strategic analytics delivery. Earlier in my career at Beghou Consulting, I built customized reporting tools for top-10 pharma clients, enabling commercial teams to transition from static reporting to real-time insights. I’m passionate about partnering across engineering, product, and executive teams to build scalable analytics foundations and deliver business value. Whether it’s prototyping models, leading experimentation, or mentoring teammates, I enjoy tackling complex problems and building high-impact solutions that put data at the core of decision-making.