Casey S.
London
(555) 000-0000
casey.s@email.com
February 12, 2026
Hiring Manager
Katonic AI
Dear Hiring Manager,
Building data pipelines that cut reporting latency by 75% taught me how AI products actually deliver value. Katonic AI's mission to accelerate intelligent automation aligns perfectly with the machine learning models and production systems I already design. I want to bring that same combination of engineering rigor and cross-functional collaboration to your team.
At Clutch Canada, I lead a hybrid team of data scientists and product engineers, delivering features that rely on real-time analytics and compliance checks. We reduced safety incidents by 40% through predictive modelling that alerted operators to high-risk conditions, and I ensured our AWS pipelines met regulatory standards while remaining easy for product managers to use.
Before that, I spent three years in manufacturing engineering, where I conducted root cause analyses on failures and optimized processes that reduced scrap by 20%. My grounding in hard engineering disciplines means I can partner credibly with both data scientists and operational stakeholders to ship intelligent automation that works.
I am excited about Katonic AI's focus on enterprise-grade MLops because I have seen how quickly insights can decay without robust pipelines and governance. I would bring the same discipline I applied to physical manufacturing systems to your digital products, ensuring they deliver measurable outcomes for customers.
I would welcome the opportunity to discuss how my engineering experience can support Katonic AI's product roadmap. Thank you for considering my application; I am looking forward to the conversation.
Sincerely,
Casey S.