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Hi, I’m Triet Thompson—a Senior Software Engineer focused on AI and Python. With 10+ years building production systems, I’ve spent the last several years designing, training, and deploying deep learning models for computer vision workloads. I value clean module boundaries, reproducible experiments, CI/CD discipline, and production monitoring to keep models stable after release. I enjoy collaborating with backend and mobile teams to integrate optimized inference services into real applications rather than isolated research notebooks.…Hi, I’m Triet Thompson—a Senior Software Engineer focused on AI and Python. With 10+ years building production systems, I’ve spent the last several years designing, training, and deploying deep learning models for computer vision workloads. I value clean module boundaries, reproducible experiments, CI/CD discipline, and production monitoring to keep models stable after release. I enjoy collaborating with backend and mobile teams to integrate optimized inference services into real applications rather than isolated research notebooks.

Triet Thompson

Back-End Developer, Full Stack Developer, Data Scientist, +2

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Hi, I’m Triet Thompson—a Senior Software Engineer focused on AI and Python. With 10+ years building production systems, I’ve spent the last several years designing, training, and deploying deep learning models for computer vision workloads. I value clean module boundaries, reproducible experiments, CI/CD discipline, and production monitoring to keep models stable after release. I enjoy collaborating with backend and mobile teams to integrate optimized inference services into real applications rather than isolated research notebooks.…Hi, I’m Triet Thompson—a Senior Software Engineer focused on AI and Python. With 10+ years building production systems, I’ve spent the last several years designing, training, and deploying deep learning models for computer vision workloads. I value clean module boundaries, reproducible experiments, CI/CD discipline, and production monitoring to keep models stable after release. I enjoy collaborating with backend and mobile teams to integrate optimized inference services into real applications rather than isolated research notebooks.

Available to hire

Hi, I’m Triet Thompson—a Senior Software Engineer focused on AI and Python. With 10+ years building production systems, I’ve spent the last several years designing, training, and deploying deep learning models for computer vision workloads.

I value clean module boundaries, reproducible experiments, CI/CD discipline, and production monitoring to keep models stable after release. I enjoy collaborating with backend and mobile teams to integrate optimized inference services into real applications rather than isolated research notebooks.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Language

English

Fluent

Work Experience

Sr. Software Engineer at Dropbox

July 11, 2022 - January 15, 2026

Sr. Software Engineer at ServiceNow

November 5, 2018 - June 17, 2022

Sr. Software Engineer at Apple

May 4, 2016 - November 2, 2018

Senior Software Engineer at Dropbox

July 1, 2022 - January 1, 2026

Designed and deployed a large-scale image similarity search service using PyTorch with ResNet embeddings and vector indexing, exposed through validated Python APIs to enable content matching across millions of images processed daily. Built a reusable model training package with dependency management and versioned configuration files for repeatable experiments and consistent artifacts. Implemented dataset preprocessing and augmentation pipelines with orchestration and background jobs to balance training data. Converted trained models to ONNX and optimized CPU inference graphs to reduce latency and stabilize throughput under concurrent load. Integrated TensorFlow Lite models with mobile teams through strict interface contracts and input normalization checks. Established CI/CD quality gates with unit testing of preprocessing and integration testing for inference endpoints, and configured monitoring alerts for latency and errors. Led rollback strategies to recover from drift and coordinate

Senior Software Engineer at ServiceNow

November 1, 2018 - June 1, 2022

Developed computer vision classification services using TensorFlow and MobileNet for document and image tagging workflows, exposing validated REST endpoints that supported enterprise SaaS transaction flows. Designed schema migrations and relational database structures to store model metadata, version identifiers, and experiment results to enable reproducible lifecycle management. Implemented contract testing between backend services and inference modules to detect changes in input tensors or preprocessing. Built internal tooling to automate dataset preprocessing including resizing, normalization, and augmentation. Optimized inference performance through batching and resource tuning, enabling high request volumes. Exported trained models to ONNX for interoperability across services. Established monitoring alerts for anomaly detection in prediction distributions and latency spikes, and participated in incident investigations to diagnose preprocessing anomalies and deploy patches. Coordin

Software Engineer at Apple

May 1, 2016 - November 1, 2018

Built Python-based image processing pipelines for internal tools with modular preprocessing components and reusable CNN wrappers to support classification experiments across curated datasets. Designed and packaged shared utility libraries with clear interface contracts and semantic versioning. Implemented unit tests for feature extraction and preprocessing functions and integrated these checks into CI pipelines. Developed background jobs to retrain models on newly ingested images, ensuring lifecycle management aligned with evolving datasets. Configured logging and diagnostics for training metrics such as loss curves and validation accuracy, and assisted in deploying inference services behind validated API layers for consistency across staging and production.

Education

Bachelor of Science at California Polytechnic State University-San Luis Obispo

September 1, 2012 - July 30, 2018

Bachelor of Science (B.S.), Computer Science at University of Kragujevac

October 1, 2008 - July 30, 2012

Qualifications

Bachelor of Science

September 1, 2012 - July 30, 2016

Industry Experience

Software & Internet, Media & Entertainment, Professional Services, Financial Services, Healthcare, Telecommunications, Transportation & Logistics, Travel & Hospitality