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JOHN THOMASON

@johnthomason

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Ambitious Senior AI/ML Backend Engineer with 10 years of experience.

United States

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What I'm looking for

I am looking for a role that fosters innovation, collaboration, and growth in AI/ML technologies full stack and backend engineer/developer

I am a Senior AI/ML Backend Engineer with a decade of experience in the software development industry. My journey began with a passion for Artificial Intelligence, and I have since dedicated my career to architecting and implementing innovative software solutions that meet the unique needs of businesses. My expertise lies in AI, MLOps, and System Architecture, which allows me to bridge the gap between advanced algorithmic strategies and real-world applications.

Throughout my career, I have led the design and implementation of complex AI systems, such as a multimodal AI healthcare multi-agent system that automates medical diagnoses. My commitment to excellence and continuous improvement has resulted in significant advancements in diagnostic efficiency and collaboration among specialists. I thrive on delivering results that exceed expectations and am always eager to embrace new challenges in the ever-evolving tech landscape.

Experience

Work history, roles, and key accomplishments

Current

Senior Machine Learning & AI-Agent Specialist

Current

InsoftAI

Feb 2023 - Present (2 years 5 months)

Led the design and implementation of a multimodal AI healthcare multi-agent system to automate multi-specialist medical diagnosis. Expanded the system's capabilities by integrating additional medical specialties and establishing seamless connections with electronic health record (EHR) systems. Trained AI models using custom-trained algorithms to enhance accuracy, significantly improving diagnostic

EHR Integration GPT 4o Graph RAG ZenML Airflow

Senior AI/MLOps Engineer & Agent Developer

CoreWeave

Oct 2019 - Present (5 years 9 months)

Developed Sierra.ai, a platform that redefines data interaction by simplifying document management and information accessibility for businesses. Engineered a real-time personalized recommender system for H&M fashion articles using a 4-stage architecture and two-tower model design, leveraging Hopsworks AI Lakehouse. Led technical strategies, contributing to user adoption growth and designing optimi

Sierra Recommender Systems Hopsworks MLOps AWS ECS SQS

Backend-heavy AI Developer

Kensho

Sep 2017 - Present (7 years 10 months)

Worked on a TTS and STT solution, exposing it as an API to accurately clone voices from short audio clips, enhancing user experience. Built an inference pipeline in LangChain as a serverless RESTful API, enabling real-time financial question answering using RAG/TAG. Extended Meta’s Llama 3 model with a multimodal projector, allowing direct audio input for faster responses and improved system effic

API Development Lang Chain Distributed Computing Airflow Python

Full Stack AI Research Intern

DanaScottDesign

Feb 2016 - Present (9 years 5 months)

Started as a front-end developer and transitioned to a full stack position, translating Figma designs into reusable React components. Designed and implemented RESTful APIs, optimizing communication and dataflow for enhanced application functionality. Assisted in the development of transformer-based models for NLP tasks and conducted experiments to evaluate model architectures.

Front End Developer Full Stack Developer React RESTful APIs NLP Model Evaluation