1. Evaluated open-source LLMs (CodeLLaMA, MetaLLaMA, QwenCoder) on adversarial code datasets. Benchmarked 6+ models on summarisation tasks, identifying QwenCoder as the best-performing model based on its accuracy and resilience to adversarial perturbations.

2. Assessed model robustness via black-box adversarial attacks and reported key metrics including clean accuracy, adversarial accuracy, and attack success rate.

3. Improved model performance under adversarial conditions using decoding strategies (greedy, top-p sampling) and generation hyperparameters.

4. Applied few-shot prompting to improve model generalization on unseen data.

1. Boosted workflow efficiency by 20% through the implementation of an automated system to send rejected quotes back to Branch Commercial in a CRM system using TypeScript and React.

2. Developed a Bulk Create Line-Item feature, reducing order processing time by 30% through streamlined operations and cost-effective bulk discount implementation using NodeJS and AWS.

3. Implemented a secure custom action for data transmission to a 3rd party, fortifying privacy and delivering a 25% reduction in data transfer latency, elevating system efficiency.

4. Designed and implemented healthcare connectors, achieving 30% reduction in data transfer time from CRM to EHR systems, enhancing efficiency in patient data exchange.

5. Integrated appointment booking features in the CRM system, resulting in a 25% increase in user engagement and streamlining the scheduling process for patients.

1. Led a team of engineers, enhancing review, task allocation, and cross-functional collaboration, resulting in a 15% reduction in project delivery time.

2. Developed a WhatsApp connector for B2B customers, facilitating seamless outbound message delivery and inbound communication, boosting client engagement by 30%.

3. Elevated system functionality by implementing a user-privileged approval system, enhancing the quotation approval process, and reducing approval time by 25%, optimizing workflow efficiency.

1. Designed and developed intuitive UIs for campaign reports, leading to a 20% increase in user engagement and providing invaluable insights for refining marketing strategies.

2. Pioneered custom integrations for loan industry clients, specifically in ownership mortgages, optimizing data flow and boosting operational efficiency, resulting in a 30% reduction in processing time.

3. Spearheaded the development and implementation of AWS Lambda integrations for clients, revolutionizing serverless computing solutions and achieving a 25% improvement in system efficiency.

1. Led the initiative to create custom integrations with top Student Information Systems, improving data

synchronization and streamlining administrative processes, resulting in a 20% increase in operational

efficiency.

2. Implemented seamless integrations with leading signing platforms like DocuSign, elevating document handling efficiency and enhancing user experience, contributing to a 25%reduction in processing time.