Hi, I’m Ann Tran, a Data Scientist based in Melbourne with seven years of experience working across financial services, healthcare, and technology. I currently work at Culture Amp, where I focus on building AI-powered product features that leverage large language models and advanced optimization techniques.

Throughout my career, I’ve delivered end-to-end machine learning and analytics solutions — from developing churn and credit scoring models to designing optimization frameworks and deploying GenAI applications at scale. My work has not only improved operational efficiency but also created opportunities for innovation within the organizations I’ve partnered with.

Alongside my technical expertise, I bring the perspective of someone who has been on both sides of the interview table. I’ve had the opportunity to interview, assess, and mentor data professionals, giving me a strong understanding of what employers look for and how candidates can best position themselves for success.

As a mentor, I can help you:

• Build and refine your CV, portfolio, and LinkedIn presence to stand out in a competitive market.
• Prepare for interviews with practical frameworks and real-world examples.
• Navigate the early years of your data career, from breaking into the field to progressing toward more advanced roles.
• Strengthen your technical and problem-solving skills in areas such as machine learning, data visualization, and GenAI applications.

I believe in an AI-driven but human-centric future, and I’m passionate about supporting others in building careers that are both impactful and fulfilling. My mentoring style is collaborative, encouraging, and focused on helping you grow with confidence.

If you’re an aspiring or early-career data professional looking for guidance, I’d love to support you on your journey.