Monishka Aswani
Data Scientist @Capco
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WORK HISTORY
Data Scientist @Capco
Build and deploy scalable cloud solutions, including Azure Functions (HTTP and blob triggers), integrating with Azure Storage, REST APIs, and AI-driven validation pipelines.Develop and test mortgage eligibility and financial-risk assessment logic, including ratio calculations, stress testing, and automated decisioning frameworks (Agentic AI).Implement semantic comparison engines for regulatory analysis (e.g, PSD1 vs PSD2) using embeddings, GPT-4o (RAG), and custom scoring models to deliver structured insights.
EDUCATION
The University of Edinburgh
Master's degree, Data science
Queen Mary University of London
Bachelor of Engineering - BE, Biomedical/Medical Engineering
ABOUT MONISHKA ASWANI
Founder of.fi, a fashion data analytics startup helping small and mid-sized brands compete with industry giants. At.fi, we leverage AI to help brands cut costs, reduce waste, and optimize their marketing efforts, all without the need for an in-house data team.Experienced in Generative AI solutions, developing LLM and RAG-based models to enhance knowledge management and automation for financial institutions using Cloud Services and APIs.I hold a Master’s in Data Science from the University of Edinburgh, specializing in Machine Learning and Quantitative Finance, and a First-Class Honours degree in Biomedical Engineering from Queen Mary University of London. My background consists of investments, data, marketing, consulting, and healthcare, bringing a multidisciplinary approach to solving complex problems with technology.
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