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John Bralich
Senior Machine Learning Scientist specializing in generative AI and applied NLP
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About
ML/AI tech lead who shipped a production LLM workflow at GoDaddy for personalized marketing content, using rich customer context and human-plus-LLM evaluation to drive a statistically significant increase in customers creating posts with GoDaddy tools. Also has experience translating embedding research into a production government RFP search engine, with hands-on optimization of retrieval latency, model size, and deployment reliability.
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Key Strengths
- Owned end-to-end production LLM feature delivery
- Tech lead for personalized marketing content system at GoDaddy
- Built context-aware content generation using customer social and website data
- Designed human-in-the-loop evaluation with SME rubric and LLM judge
- Validated product impact through A/B testing with statistically significant lift
- Strong experimentation and metrics-driven product development
- Translated research ideas into scalable, low-cost retrieval systems
- Balanced latency, cost, and quality in production ML systems
- Collaborative Python service development with testing and CI/CD practices
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Experience
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Awards
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3 publications
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