I translate complex datasets into actionable insights and build resilient solutions powered by modern machine learning and analytics.
Data-driven leadership with measurable impact
I am a data scientist dedicated to converting complex information into clear, evidence-based strategies that accelerate business outcomes. My expertise spans end-to-end machine learning, statistical modeling, and communicating insights that drive confident decisions.
Representative engagements and research
My journey in data science
Research and graduate instruction on large-scale data science with a focus on parallel computing, big data analytics, and automatic differentiation.
Designed and deployed a microbenchmarking framework and led the development of an AI-powered internal support chatbot.
Developed computer vision pipelines to enhance image classification performance for industrial quality assurance.
Supported senior leadership with financial analysis, scheduling, and operational coordination across the organization.
My academic journey
Doctoral research into automatic differentiation for machine learning.
Graduate focus on machine learning, statistical inference, and cloud-scale data engineering. Master's thesis: "Analyzing Key Point Generation Methods Across Different Datasets".
Undergraduate studies centered on automation engineering, systems design, and quantitative business management.