About QuantOps

Led by Christian Cioce, Ph.D., a seasoned quantitative researcher with deep expertise in computational chemistry, physics, and financial analytics.

Christian Cioce, Ph.D. - QuantOps Founder

Christian Cioce, Ph.D.

Founder & Principal

Motivated research professional with expert-level analytical and technical abilities. Passionate about merging quantitative analytics, immersive data visualization, and AI-driven workflows to unlock new value.

Education

Ph.D. Computational Chemistry
University of South Florida, 2015
Research Highlights: Discovered a new technique for detecting chemical weapons through nanomaterial sensing

Location

New York, NY
LinkedIn Profile

Why I'm Your Best Choice

My journey from quantum mechanics to quantitative finance wasn't planned. It was inevitable.

Architecting and engineering an analytics platform requires a unique blend of artistry and technical acumen. My journey began with understanding the fundamentals of scientific principles and recognizing the beauty at the most fundamental levels of nature. This deep appreciation for how systems emerge from their constituents has given me the creative vision to understand how any system is more than just the sum of its parts.

This perspective has shaped me into the creative developer I am today. When I discovered novel techniques for detecting chemical weapons through nanomaterial sensing, I wasn't just solving a chemistry problem. I was learning to harness the elegant patterns that emerge when you understand the underlying principles. These same insights apply when analyzing market dynamics and building predictive models for traditional and digital assets.

Leading major research projects taught me the crucial difference between having data and having actionable intelligence. I learned to cut through noise, identify what truly matters, and communicate complex findings with clarity. But more importantly, I learned to see the creative possibilities that emerge when you understand both the technical constraints and the artistic potential of any system.

This foundation became my competitive advantage when I transitioned to quantitative finance. I didn't just build analytics platforms. I created systems that could think like a researcher, adapt like a scientist, and deliver like a trader. The result was real-time interactive modeling that turned proprietary algorithms into executable strategies.

I took this approach to the next level by building entire ecosystems of interactive apps, dashboards, and APIs that empowered research teams. I didn't just solve problems; I created capabilities that multiplied our collective intelligence. The breadth of my experiences is my strength, and it's why I'm best suited to help my clients solve their unique challenges.

Here's what this means for you:

  • I don't just analyze data—I understand systems. My background in computational chemistry means I can see patterns others miss and build models that actually work in the real world.
  • I speak both languages. I can translate complex quantitative concepts into clear business insights, and I know how to present findings that drive action, not confusion.
  • I build for scale. Every solution I create is designed to grow with your business, not just solve today's problem.
  • I think like an owner. Having worked directly with C-suite executives, I understand the pressure of delivering results that impact the bottom line.

Whether you need to automate research workflows, build predictive models, or create interactive dashboards that turn data into decisions, I bring a unique combination of deep technical expertise, business acumen, and proven track record of delivering quality results.

Technical Expertise

Combining deep computational expertise with quantitative finance to deliver cutting-edge solutions.

Programming & Development

Python, SQL, HTML/CSS, Git, Docker, CI/CD

Cloud & Infrastructure

AWS, Snowflake, High Performance Computing (HPC)

AI & Analytics

LLM Prompt Engineering, Data Visualization, Automation

Security & Analysis

Crypto Wallet Analysis, Software Vulnerability Research

Quantitative Finance

Portfolio Analysis, Backtesting, Risk Management, Alpha Generation

Computational Chemistry

Quantum Mechanics, Monte Carlo Simulations, Molecular Modeling

Interests & Philosophy

Passionate about the intersection of technology, finance, and innovation.

AI/ML Blockchains Entrepreneurship Global Financial Markets Investing & Trading Leadership Macroeconomics Startups Quantum Computing