High-performance systems for
reliable decisions.
High-performance systems for
reliable decisions.
I build the systems behind data-driven products. From real-time pipelines to backend infrastructure, I turn complex requirements into reliable, production-ready systems. I make sure the whole system works as one.
I build the systems behind data-driven products. From real-time pipelines to backend infrastructure, I turn complex requirements into reliable, production-ready systems.
How I Work
I start by understanding the real goal behind a system, then define clean boundaries and remove unnecessary complexity. My focus is simple: build systems that are predictable, maintainable, and able to carry responsibility without becoming fragile.
What I Build
System Architecture
Designing clear, scalable foundations that support growth without accumulating hidden complexity.
Computer Vision & ML
Training custom models and deploying pipelines built for speed, reliability, and real-world conditions.
Real-Time Data & Pipelines
Low-latency pipelines that move data from ingestion to decision without losing structure or speed.
Systems Integration
Connecting hardware, sensors, and legacy platforms into unified architectures that hold up over time.
Featured Case Studies
Deep dives into architecture, logic, and results.
Vision-Guided Impurity Removal
Operators remove impurities from molten steel by eye, with real costs whether they take too much or too little.
C++
Python
OpenCV
PyTorch
Blast Furnace Vision & Analytics Platform
Furnace operators relied on aging cameras with no analytics, tracking instability events in spreadsheets after the fact.
C++PythonPyTorchOpenCV
Pick-to-Light Packing Verification
Packing errors in an automotive kit warehouse were costing millions in annual warranty claims.
Python
FastAPI
SQLAlchemy
Pydantic
Port Traffic Intelligence Platform
A major port authority had no automated way to count or classify vehicles entering its facilities, relying on manual tallying at two high-traffic entrances.
Python
TensorFlow
TensorRTOpenCV
Contact Me
Open to select consulting engagements, architectural reviews, and long-term roles. If you're building something complex and need someone to own the structure, use the form to describe what you're working on.
Book a Call
Skip the email and grab a slot on my calendar.
Book a Call
Skip the email and grab a slot on my calendar.