Upon finishing a Ph.D. at Stanford University, I furthered my career in Life Sciences, enjoying many challenges, and the privilege to work with supportive colleagues across geographies and in various positions. My passion revolves around the uses of technology that improve the human experience, as during my time at a renowned corporate R&D lab focusing on the science of Auditory Communication, or at the business frontlines of a major Medtech concern. For over 15 years I went from being a researcher tinkering with my own experiments, then managing specialists supporting others’ research with advanced equipment, to ultimately becoming responsible for their Sales, Marketing, and successful utilization. I have managed triple-digit million Euros P&L budgets, and been in customer-facing as well as the back-office, in both, operational and strategic roles. The common thread has been my quest for ideas, improvement, and valuable outcomes generation for stakeholders and society. I am interested in projects related to Access to Healthcare and Patient Centricity, involving Coverage, Workforce Resilience and Wellbeing, Value-Based Healthcare, and Behavioral Research topics.
Our project aims to utilised RAG system (technology used included llama index, Vectara, together ai API) with information retrieval from all the 3 financial report from a public listed company. This project can be further developed using agent and tools, to calculate statistic and make financial analysis based on the information retrieval from the vectara system, The tools can be use to calculate complex calculation such as the intrinsic value of a company. Other than that can be include calculating the gross profit margin of a company based on information that retrieved from the RAG system. This model
Mind Your Finances is an innovative AI-powered personal finance coach designed to empower individuals by addressing the complex relationship between financial health and mental well-being. In today's fast-paced world, financial difficulties are a common source of stress, anxiety, and even depression. Mind Your Finances recognizes that these two areas are intrinsically linked and that managing one often impacts the other. At the heart of this solution lies a sophisticated AI model that leverages advanced algorithms and specialized frameworks to analyze individual financial situations and their emotional implications. Unlike traditional financial tools that focus solely on budgeting and expense tracking, Mind Your Finances delves deeper. It explores how financial decisions can affect mental health and vice versa, offering users a holistic view of their financial landscape. Mind Your Finances provides personalized coaching tailored to the unique circumstances and emotional states of its users. Through engaging conversations, the AI coach gathers insights about a user’s financial goals, challenges, and emotional well-being. This interaction is designed to foster a supportive environment where users can freely discuss their financial concerns without fear of judgment. The platform’s unique capability lies in its sentiment analysis feature, which evaluates users’ emotional states during interactions. By capturing and interpreting this emotional data, Mind Your Finances offers actionable insights that not only address financial issues but also promote mental wellness. For example, if a user expresses feelings of anxiety related to budgeting, the AI can suggest simple, achievable steps to alleviate that stress, reinforcing a sense of control over their finances.