Welcome!
I am a Quantitative Researcher at Balyasny Asset Management. My work spans applied AI research, including agentic systems, domain-adapted language models, and text embedding models for finance, alongside machine learning for systematic equity strategies.
Previously, I was a Senior Research Scientist in the machine learning group at Lifion by ADP.
I completed a PhD in mathematics at the University of Illinois at Chicago, working in computational learning theory, the field that develops the mathematical foundations of artificial intelligence. I was fortunate to have Lev Reyzin as my PhD advisor. Before that, I received my bachelors and masters in mathematics from the Indian Institute of Science Education and Research, Thiruvananthapuram.
My research interests are in machine learning and optimization. For more details, here is my CV. My email address is mano(at)manovikash.com.