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I'm a Senior AI/ML Full Stack Engineer with over 9 years of experience building reliable, scalable systems across industries like productivity software, logistics tech, enterprise AI, and generative AI. I specialize in backend development, machine learning infrastructure, and full stack product engineering, with a focus on deploying real-world applications at scale. I've contributed to NLP pipelines, data labeling platforms, freight matching engines, and cloud-native web apps. I am passionate about creating clean architectures, practical ML integrations, and building tools that simplify complex systems. Collaborating closely with cross-functional teams and researchers, I value delivering high-quality, scalable solutions that drive continuous AI improvement and real-world impact.…I'm a Senior AI/ML Full Stack Engineer with over 9 years of experience building reliable, scalable systems across industries like productivity software, logistics tech, enterprise AI, and generative AI. I specialize in backend development, machine learning infrastructure, and full stack product engineering, with a focus on deploying real-world applications at scale. I've contributed to NLP pipelines, data labeling platforms, freight matching engines, and cloud-native web apps. I am passionate about creating clean architectures, practical ML integrations, and building tools that simplify complex systems. Collaborating closely with cross-functional teams and researchers, I value delivering high-quality, scalable solutions that drive continuous AI improvement and real-world impact.

Joshuah Doane

AI Engineer, Full Stack Developer, Developer, +2

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I'm a Senior AI/ML Full Stack Engineer with over 9 years of experience building reliable, scalable systems across industries like productivity software, logistics tech, enterprise AI, and generative AI. I specialize in backend development, machine learning infrastructure, and full stack product engineering, with a focus on deploying real-world applications at scale. I've contributed to NLP pipelines, data labeling platforms, freight matching engines, and cloud-native web apps. I am passionate about creating clean architectures, practical ML integrations, and building tools that simplify complex systems. Collaborating closely with cross-functional teams and researchers, I value delivering high-quality, scalable solutions that drive continuous AI improvement and real-world impact.…I'm a Senior AI/ML Full Stack Engineer with over 9 years of experience building reliable, scalable systems across industries like productivity software, logistics tech, enterprise AI, and generative AI. I specialize in backend development, machine learning infrastructure, and full stack product engineering, with a focus on deploying real-world applications at scale. I've contributed to NLP pipelines, data labeling platforms, freight matching engines, and cloud-native web apps. I am passionate about creating clean architectures, practical ML integrations, and building tools that simplify complex systems. Collaborating closely with cross-functional teams and researchers, I value delivering high-quality, scalable solutions that drive continuous AI improvement and real-world impact.

Available to hire

I’m a Senior AI/ML Full Stack Engineer with over 9 years of experience building reliable, scalable systems across industries like productivity software, logistics tech, enterprise AI, and generative AI. I specialize in backend development, machine learning infrastructure, and full stack product engineering, with a focus on deploying real-world applications at scale. I’ve contributed to NLP pipelines, data labeling platforms, freight matching engines, and cloud-native web apps.

I am passionate about creating clean architectures, practical ML integrations, and building tools that simplify complex systems. Collaborating closely with cross-functional teams and researchers, I value delivering high-quality, scalable solutions that drive continuous AI improvement and real-world impact.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Work Experience

Senior AI/ML Full Stack Engineer at Surge AI

October 1, 2022 - Present

Led development of large-scale backend systems and ML infrastructure for Surge AI’s LLM data labeling and RLHF platform. Built scalable microservices in Python and Node.js on AWS EKS, designed multi-step ML orchestration pipelines using Airflow, enhanced data labeling APIs for annotation workflows, and developed internal evaluation tools to monitor LLM output quality. Optimized backend services with asynchronous processing and caching to improve throughput and stability. Collaborated with ML researchers on RLHF algorithms and created internal dashboard tools in React/TypeScript for human-in-the-loop oversight.

Senior AI/ML Backend Engineer (NLP) at Clarifai

October 31, 2022 - July 18, 2025

Drove ML infrastructure and backend engineering for enterprise NLP platforms. Scaled NLP model-serving backends on AWS EKS with Python and Go for low-latency inference. Redeveloped text annotation tools and APIs, implemented validation checks to ensure data quality, and built monitoring utilities for deployed NLP models. Automated end-to-end model lifecycle using Airflow, refactored backend components to improve throughput, and integrated transformer-based language models like BERT into production pipelines.

Full Stack Engineer at Convoy

November 30, 2020 - July 18, 2025

Contributed to backend systems and microservices for digital freight automation. Developed Node.js and Python services supporting load booking, carrier tracking, and shipment workflows. Built APIs for automated freight matching engines integrated with GPS data and load constraints. Implemented multi-stop routing optimization and dynamic pricing models. Improved system performance by introducing caching and asynchronous job handling. Developed customer-facing tools with React and TypeScript and collaborated with data scientists to productionize ML relevance scoring models.

Full Stack Developer at Evernote

October 31, 2017 - July 18, 2025

Developed user-facing features on Evernote’s web application with JavaScript and React. Built backend syncing infrastructure with Node.js and Java. Created internal tools to automate support workflows and optimized MySQL queries and caching for scalability. Implemented RESTful API endpoints, deployed services on AWS, participated in on-call rotations, and wrote unit/integration tests to ensure product quality.