Aishwarya Iyer

Quantitative Analyst Intern

FinSurge•  August 2024 - Present•  Singapore

Researched and integrated state-of-the-art algorithms, including Graph Attention Networks (GAT), Graph Neural Networks (GNN), Informer Transformer, and Relation Attention Transformer, into the company’s financial products. Designed a custom financial forecasting algorithm, enhancing accuracy in portfolio optimization, asset allocation, and asset classification, and contributed to data-driven investment decisions, keeping the company at the forefront of technological innovation.

Machine Learning Intern

Invisibl Cloud•  June 2023 - January 2024•  India (Remote)

Developed algorithms to automate ticketing processes for Kubernetes issues in software engineering departments. Conducted a deep-dive analysis on using LLMs for Root Cause Analysis and integrated them into the algorithms, resulting in a 30% reduction in ticket resolution time and improved accuracy in identifying underlying issues.

Digital Intelligence Specialist (Internship)

Radarr•  May 2022 - August 2022•  Singapore

Initiated and developed code to automate previously outsourced cleaning and tagging processes for data sets with over 10,000 values, saving around 5 hours of manual work per week and reducing costs. Analysed and presented social-media data collected.