About Me
I am a machine learning leader and applied researcher/engineer with a decade of experience at LinkedIn, Apple, and Amazon, now serving as a Principal Machine Learning Engineer at Nubank.
I excel at creating and setting the technical direction for high-performing foundational AI teams for LLMs and RecSys, which in turn creates large revenue and engagement impact. I have a strong track record of publications at top conferences, having published the highest number of papers at LinkedIn from 2022 to 2025.
I have published over 25 papers at premier venues including ICML, ICLR, KDD, NeurIPS, EMNLP, CIKM and WebConf.
My core research interests include:
- Deep Learning
- Optimization
- Recommendation Systems (RecSys)
- LLM Efficiency
- Ranking
Publications
Contact & Links
I'm always open to discussing research, new ideas, or potential collaborations. Feel free to reach out.
- Email: aman2304@gmail.com
- LinkedIn: linkedin.com/in/aman-guptal
- Dr. Keerthi Selvaraj (Principal Staff Researcher, LinkedIn): keselvaraj@linkedin.com
- Dr. Rahul Mazumder (Associate Professor, MIT): rahulmaz@mit.edu