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Jacob Bohler

@jacobbohler

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AI Engineer with expertise in machine learning and NLP solutions.

United States

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What I'm looking for

I am seeking a role that fosters innovation and collaboration, where I can leverage my AI expertise to drive impactful projects and contribute to cutting-edge solutions.

I am an AI Engineer with a strong foundation in machine learning, natural language processing (NLP), and generative AI. My hands-on experience includes deploying production-ready solutions at leading organizations such as OpenAI and Third Wave. I have a proven track record of building scalable NLP pipelines and fine-tuning domain-specific transformer models, integrating large language models (LLMs) like GPT-4 and Claude into real-world applications.

My expertise extends to healthcare data and HIPAA-compliant workflows, where I have developed end-to-end AI solutions for enterprise clients. I excel in prompt engineering, retrieval-augmented generation (RAG) architectures, and full-stack AI feature development. Recognized for my ability to deliver high-impact AI solutions under tight deadlines, I thrive in cross-functional collaboration and rapid prototyping.

Experience

Work history, roles, and key accomplishments

AI Engineer

Third Wave

Jan 2024 - May 2025 (1 year 4 months)

Developed and deployed end-to-end AI solutions for enterprise clients, integrating LLMs into business applications for document processing and conversational automation. Led the design of prompt engineering frameworks and retrieval-augmented generation (RAG) pipelines using LangChain and vector databases.

LLM Lang Chain AWS GCP Docker

NLP Data Engineer

OpenAI

Jan 2023 - Dec 2023 (11 months)

Designed and maintained scalable NLP data pipelines to process millions of clinical notes, enabling real-time inference and structured output. Engineered robust data ingestion and preprocessing workflows using Python, Spark, and Airflow to support training of transformer-based models.

Python Spark Airflow BERT PHI Redaction REST APIs

Machine Learning Engineer

OpenAI

Sep 2021 - Dec 2022 (1 year 3 months)

Led NLP initiatives, building and deploying clinical NLP models for extracting diagnoses, medications, and symptoms from unstructured EHR notes. Fine-tuned domain-specific transformer models for named entity recognition and summarization tasks on healthcare text.

EHR ClinicalBERT TensorFlow Airflow RESTful APIs