Multiple projects and roles within Insurance Australia Group (IAG)- Leading the design and development of software solutions that utilize Large Language Models (GPT / Open Source) and other Natural Language Processing tools for improving insurance claims handling process. Work involved: Building and showcasing end-to-end proof of concept products, providing technical leadership for productionisation and maintenance of RAG based Question-Answering tools.- Built Quote Conversion models, prototype model monitoring dashboards and conducted sales funnel analysis for a Motor Insurance product (Rollin)

As a part of Ambiata Team under IAG Technology and Operations.

Member of the Store Operations Team within Advanced Analytics group- Developing Machine Learning and statistical models along with monitoring tools for predictive inventory management.- Enhancing an AB testing tool (Trial Framework) used internally by the Analytics teams

Developing inhouse conversational banking tools using open source chat frameworks and NLP tools.

Engaged in the design and development of new generation data products for the Retail Banking and Wealth Management business. Key contributions: - Building machine learning models using statistics and Natural Language Processing- Developing APIs (REST) for querying underling ML models- Deploying production ready code using Docker and other modern tooling. - Investigating the applications of Chat-Bots for conversational banking.

Design, development and maintenance of software components in the Equity Derivatives risk calculation plant.

PhD Electronic and Computer Engineering.

Was engaged in embedded systems engineering including Linux device drivers, Android porting and micro-controller programming.

Conducted lectures for CIMA P1 and P2 subjects

Carried out a research project into the optimization of H.264 video encoding for video conferencing.Had some experience in the fields of GPGPU, Linux device drivers and FPGA based embedded solution.