Software Engineer

Hey, I'm Dylan.

I build reliable infrastructure for ML systems: evaluation pipelines, streaming services, and CI/CD.

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Dylan Coon

Featured Projects

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Gaze Evaluation Platform

Gaze Evaluation Platform

Evaluation infrastructure for driver-monitoring gaze models with automated regression gating, MLflow tracking, and a Pareto frontier dashboard.

python mlflow docker fastapi github-actions dvc machine-learning

Real-Time Object Detection Pipeline

Real-time video analytics system built for a Raspberry Pi 5, with YOLOv8 inference in C++, Kafka streaming, a FastAPI backend, and a React dashboard.

c++ python typescript yolov8 kafka react docker raspberry-pi
Gridplan: Graph-Search Planner Benchmark

Gridplan: Graph-Search Planner Benchmark

Hybrid C++20/Python library implementing BFS, Dijkstra, A*, and weighted A* on 2D and 3D occupancy grids, with pybind11 bindings and a full benchmarking suite.

c++ python pybind11 algorithms robotics benchmarking
CHIP-8 Emulator

CHIP-8 Emulator

Fully functional CHIP-8 virtual machine emulator written in modern C++.

c++ emulation low-level

Hobby Projects

Auto-Tracking Gimbal

Completed

2-axis motorized camera gimbal that tracks moving objects in real-time using OpenCV and a Raspberry Pi 5.

python opencv raspberry-pi 3d-printing robotics
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