Casey J.
San Francisco
(555) 000-0000
casey.j@email.com
February 12, 2026
Hiring Manager
AdvisoryAI
Dear Hiring Manager,
AdvisoryAI's blend of machine learning and real-time decision support is where I thrive. At Elife Transfer, I architected a recommendation engine that increased cross-sell conversion by 23% while maintaining 99.9% uptime across services. This role's combination of model governance and production reliability is precisely what I have delivered in my recent work.
I lead a team that deploys weekly, using CI/CD pipelines I designed to catch regressions before code hits production. The observability stack I implemented has reduced incident response times by 40%, allowing us to maintain SLAs even during traffic spikes.
Previously at Turiyam AI, I migrated our machine learning platform from on-premise to AWS, cutting compute costs by 30% and giving analysts self-service access to features. I enjoy bridging the gap between data science and engineering, ensuring models are both accurate and operationally viable.
Collaboration is key to my approach; I run bi-weekly workshops with product and data science peers to align roadmaps and share learnings from production telemetry. I would welcome the opportunity to bring this blend of technical leadership and cross-functional partnership to AdvisoryAI.
Let's discuss how I can support AdvisoryAI's mission to deliver trustworthy, real-time recommendations. I appreciate your consideration and look forward to connecting soon.
Sincerely,
Casey J.