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Hello, I'm

Dominic Sagers

Machine Learning Engineer

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About Me

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Experience

Machine Learning Engineer
Phood Solutions
End-to-end ML pipelines, CV systems & cloud infrastructure for food waste reduction

Nov 2024 – Present · Denver, CO

Machine Learning Engineer with production experience building end-to-end ML pipelines, computer vision systems, and cloud data infrastructure. At Phood Solutions, I independently own the full ML lifecycle — from data ingestion and model development through deployment and monitoring — delivering $11,200/month in cost savings and driving classifier accuracy from 88% to 96% through targeted data curation. I hold a BSc in Data Science & Artificial Intelligence from Maastricht University, and I'm motivated by applying ML expertise to drive measurable real-world impact.

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My Professional

Experience

Machine Learning Engineer

Phood Solutions · Full-time

Nov 2024 – Present

Denver, Colorado

  • Designed and deployed end-to-end ML pipelines on AWS, improving workflow automation by 50%.
  • Drove computer vision classifier accuracy from 88% to 96% through class distribution analysis and targeted dataset curation.
  • Delivered $11,200/month in cost savings via production data filtering and process optimization pipelines.
  • Built a cloud-versioned edge ML system using ViT, ONNX quantization, and DVC for on-device Android inference.
  • Architected a data versioning system with DVC, DynamoDB, and S3 to enable reproducible ML experiments at scale.
  • Developed a HOTA-based evaluation framework for multi-object tracking models, enabling standardized CV benchmarking.
  • Led ML workstream planning and risk assessments in an Agile Scrum environment, coordinating cross-functional priorities.
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Explore My

Skills

Languages

Python

Experienced

Java

Experienced

SQL

Intermediate

R

Basic

MATLAB

Intermediate

C / C++

Basic

JavaScript

Basic

HTML / CSS

Basic

ML & AI

PyTorch

Experienced

Scikit-learn

Experienced

Computer Vision

Experienced

YOLO / RF-DETR

Experienced

ONNX

Intermediate

Hugging Face

Intermediate

OpenAI API

Intermediate

DVC

Intermediate

Weights & Biases

Intermediate

ByteTrack / BoT-SORT

Intermediate

Cloud & Infrastructure

AWS

Intermediate

Google Cloud

Intermediate

Docker

Experienced

GitHub Actions

Experienced

Linux / Ubuntu

Intermediate

Django

Experienced

Datadog

Basic

Git

Intermediate

Data Science

Pandas / NumPy

Experienced

Statistical Modelling

Intermediate

Data Mining

Intermediate

Data Visualization

Intermediate

Experiment Design

Intermediate

MLOps / CI/CD

Experienced

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Browse My Recent

Projects

Project 1

Anytime Sequential Halving (Published Thesis)

Score Keeper, Basketball CV

Project 2

AI Agents in Imperial

Project 3

MovieLens 20M Hybrid Recommender System

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Thank you for your time...

Contact Me

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+1-719-666-4678