The Singapore Sports Hub is a sports and recreation Stadium opened publicly in 2014 merging the new National Stadium and existing Singapore Indoor Stadium. It began to host events over the year that followed, including the 2015 Southeast Asian Games and many other activities such as, new aquatics facility, indoor sports hall, water sports center, public sports facilities, and retail, etc.Generative AI:* Managed and optimized vector databases such as ChromaDB and FAISS, enhancing AI applications' data retrieval capabilities* Developed scalable AI solutions using LangChain and LlamaIndex frameworks, demonstrating expertise in generative AI technologies* Implemented and fine-tuned both open-source and paid LLM models, customizing solutions to meet specific project requirements* Leveraged AWS Bedrock for deploying AI models, utilizing cloud services to ensure scalability and reliability of AI applicationsProjects:1. Text-to-SQL Application Powered by Llama2* Project Description: Developed an innovative application that transforms natural language questions into SQL queries utilizing the Llama2 model. This solution significantly enhances database accessibility for users without technical expertise.* Technologies Used: Llama2, Python, AWS Bedrock.* Results: Achieved a remarkable reduction in query formulation time by more than 60%, leading to increased productivity and efficiency for end-users.2. Document RAG Q&A tool for chatting with documents* Project Description: Developed a clean and customized RAG UI for end users who want to QA on their documents* Technologies Used: Groq API and Llama3* Results: Improved document interaction for projects reducing document read time

British American Tobacco plc (BAT) is a British multinational company and is the largest tobacco manufacturer in the world based on net sales

ABN AMRO Bank N.V. is a Dutch bank with headquarters in Amsterdam. It is the third-largest bank in the Netherlands.

Vodafone UK is a provider of telecommunications services in the United Kingdom, and a part of the Vodafone Group, the world's second-largest mobile phone company.

Associated with InfoCepts for more than 5 years. Helped various organisations across the globe to transform and evolve its businesses.

BI Architect and developer located at Changi Airport Group(CAG) in Singapore.