Surya Tripathi

Background

About Surya Tripathi

I’m an analytics and AI leader with 12+ years of experience building, scaling, and operationalizing data and AI solutions across banking, retail, CPG, and healthcare. My work sits at the intersection of advanced analytics, machine learning, and Large Language Models (LLMs)—turning complex, messy business problems into systems that drive measurable outcomes.Over the years, I’ve led and delivered large-scale, production-grade AI initiatives, including predictive modeling, econometrics, and Generative AI use cases deployed on big data platforms. I specialize in taking ideas from problem framing → modeling → scalable architecture → UAT → business adoption, while ensuring robustness, compliance, and performance at scale.What sets me apart is my ability to bridge strategy and execution. I partner closely with business leaders to define the right questions, while also working deep in the weeds with data, models, and distributed systems to ensure solutions actually work in the real world. I’ve led and mentored teams while continuing to contribute hands-on as an individual contributor when the problem demands it.Core strengths include:LLM & Generative AI solutions (enterprise use cases, applied AI, not demos)Advanced analytics & predictive modeling at massive scaleAI-driven business strategy & decision systemsBig data engineering & scalable architectures (cloud, distributed compute)End-to-end client delivery, from design to production rolloutCareer highlights include designing high-impact AI models, stabilizing and optimizing large production pipelines, leading UAT and validation for critical business systems, and aligning technical delivery with executive-level objectives. Whether it’s driving revenue optimization in CPG, improving decision intelligence in banking, or enabling smarter operations in healthcare, I focus on outcomes over hype.I’m deeply interested in how LLMs and Generative AI can move beyond experimentation to become reliable, governed, and value-generating enterprise capabilities. I enjoy working on problems that require scale, rigor, and long-term thinking—and building teams and platforms that last.If you’re looking to apply AI where it truly matters, or to build analytics and GenAI capabilities that stand up in production, let’s connect.