Karan Kumar

I am a finance professional with a robust foundation in market data, financial modeling, and applied machine learning. My experience spans wealth management, credit risk, and AI-driven financial data annotation. I have a proven track record of analyzing large-scale datasets and streamlining data workflows, which has been instrumental in supporting the development of NLP models for FX trade classification at Bloomberg.

At Bloomberg, I annotated and validated over 50,000 institutional FX chat messages, significantly enhancing model intent classification accuracy. My collaborative efforts with data scientists and ML engineers have led to improved training data quality, and I have developed annotation protocols that increased model precision. I am passionate about leveraging quantitative research and statistical modeling to drive financial insights and enhance trading strategies.

In addition to my professional experience, I have successfully managed significant financial transactions and conducted extensive portfolio analyses during my internships. I am eager to continue growing in the finance sector, utilizing my skills in data analysis and machine learning to contribute to innovative financial solutions.