- Utilizing financial data, leveraging Holoviews to craft an intuitive interface for in-depth analysis, visualization, and maximizing its utility.- Developed and implemented a dynamic RAG system to streamline Health Insurance Policy searches, enhancing efficiency and accuracy.- Enhanced the RAG system with real-time chat functionality, fostering seamless user interaction and support.- Established a custom Vector database using PostgreSQL and pgvector, elevating the RAG system's performance and data quality.

- Enhancing and optimizing chatbot performance by integrating AI agents to dynamically handle complex queries, improving user interaction quality and operational efficiency.- Improved chatbot architecture by integrating a Pinecone vector database, boosting accuracy and reliability.- Developed and deployed Streamlit UI platforms for testing, enabling precise validation of chatbot interactions with evidence-based responses.- Configured, set up, and deployed a testing server using AWS Fargate, accelerating feature testing before production deployment.- Enhanced and tested multiple serverless APIs on AWS, optimizing performance and scalability.- Integrated project with Langfuse to track API and LLM calls, prompt management, providing detailed analysis of latency and costs.

- Actively involved in GUI development using the Holoviews library in Python, crafting intuitive and visually appealing user interfaces that facilitate seamless data exploration and interaction.- Proficiently engaged in the design and implementation of diverse data structures, tailoring them to specific project requirements.

- Acquired an in-depth understanding of the Salesforce application, harnessing its capabilities to optimise data processing, analysis and dashboards.- My true impact lies in the creation of multiple data visualisation dashboards. The visualisations created led to a staggering 50% improvement in data comprehension, offering stakeholders an unprecedented level of clarity.- Expertly cleaned and analyzed 10-20 CSV files daily using microsoft excel, ensuring data accuracy and uncovering actionable insights.- Harnessing advanced Excel functions empowers users to swiftly extract key insights from complex datasets. This dynamic duo simplifies tasks like data merging and dynamic reporting, while also enabling advanced techniques, fostering accurate and automated data processing.- Collaborated with cross-functional teams to identify trends, collecting data, analyzing and proofing different metric systems and present data-driven recommendations for process improvements.

-Biomedical Research Assistant under Prof. Xiao Luo. -Enhanced data-extracting algorithms, resulting in an outstanding 10% boost in accuracy, critical for accurate patient data extraction.-Leveraged the power of BERT and rule-matching algorithms, achieving exceptional performance and efficiency gains across various applications.