Alex Gundrum

Any image

accepted as input, up from 2 templates

5-fig

contract cut

Built a CV pipeline that turns any ad image into editable GenStudio components, so iteration is no longer limited to two custom templates. Also redesigned data schemas and services to migrate our data, which let us end a five-figure contract.

Python · Computer Vision · TypeScript · GenStudio

88%

faster knowledge updates

15+ hrs

saved weekly

<500ms

sandbox latency

Shipped RAG and LangGraph agents for 1,000+ employees, plus a custom Docker sandbox for running LLM-generated code and a fine-tuned local LLM.

RAG · LangGraph · ChromaDB · Docker · Unsloth · SQL

15+

defects resolved

Architected a C++ translation layer that ended integration conflicts between system modules, and hardened a legacy codebase.

C++ · GTest · CMake

94.3%

speed accuracy

+28%

spatial accuracy

Built real-time vehicle speed estimation with YOLOv8 + OpenCV, projecting 2D detections into 3D via vanishing points.

Python · YOLOv8 · OpenCV