Associate Product Manager

I am an Associate Product Manager focused on AI-driven products and on turning complex machine learning capabilities into practical solutions for real-world user needs.

I translate ambiguous client and stakeholder requirements into structured product briefs, clear scopes, success criteria, milestones, and actionable backlog items. I work closely with engineering, QA, customer success, and business development teams to support predictable delivery.

I have hands-on experience coordinating feature releases from requirement intake through user acceptance testing and go-live. I prioritize clear acceptance criteria, dependency tracking, stakeholder communication, and continuous feedback synthesis.

My Computer Science background gives me practical familiarity with machine learning, data analysis, supervised and unsupervised learning, deep learning, Python, SQL, and model-development workflows. I can prototype, interpret data, and communicate effectively with technical teams.

I use AI tools such as Claude and ChatGPT for research synthesis, requirements drafting, and data analysis. I am particularly interested in building AI-native communication, health intelligence, and data-driven products that create measurable user and business impact.