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JB
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Jordan O Brown

@jordanobrown

Senior Applied AI engineer specializing in agentic systems and retrieval.

United States
Message

What I'm looking for

I seek roles building production generative AI and retrieval systems, partnering with Product to ship measurable features, mentor teams, and scale reliable, cost-efficient ops.

im qualified in cs

Experience

Work history, roles, and key accomplishments

SS
Current

AI Engineer

Stealth Startup

Dec 2024 - Present (1 year 3 months)

Architected agentic orchestration and RAG retrieval pipelines in Python to increase task completion accuracy by 27.5% and answer relevance by 24.3%, while reducing latency and inference cost through EKS autoscaling and Terraform-driven deployments.

FR

Generative AI Engineer

Freelance

Aug 2022 - Nov 2024 (2 years 3 months)

Designed RAG and retrieval architectures and built production LLM applications with LangChain and custom orchestration, improving client conversion and response rates and implementing evals frameworks to reduce prompt defects.

SS

Staff Machine Learning Engineer

Sierra Space

Jun 2020 - Jun 2022 (2 years)

Built embeddings-based retrieval and RAG prototypes with FAISS and designed data/indexing pipelines to improve search relevance and freshness, while implementing observability and inference orchestration to cut costs and MTTR.

CP

Staff Machine Learning Engineer

Cardinal Intellectual Property

Jun 2018 - May 2020 (1 year 11 months)

Built retrieval and indexing pipelines for IP search using embeddings and FAISS, implemented grounding and hallucination mitigation, and deployed ML services on Kubernetes to improve search speed and reduce incidents.

LN

Junior Data Scientist

lndexapp

Jul 2017 - Jun 2018 (11 months)

Developed ETL pipelines and data quality checks and built search indexing with Elasticsearch to improve dataset freshness and recall, while implementing evaluation metrics that improved ranking performance on validation sets.

Education

Degrees, certifications, and relevant coursework

University of Amsterdam logoUA

University of Amsterdam

Master of Science, Computer Science

Completed a Master of Science degree at the University of Amsterdam in 2017 focusing on advanced topics in the field.

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