☕️Mohit Rajpal
Up to date academic CV
Interests
- Machine Learning Systems
- Bayesian Optimization
- Gaussian Processes
Education
PhD Computer Science
National University of Singapore
MSc Computer Science
Columbia University
BSc Computer Science
University of Illinois at Urbana-Champaign
📚 My Research
I am an experienced Machine Learning Scientist/Engineer, scaling high-impact, safety-critical solutions into deployable systems for healthcare, cybersecurity, and finance. I’m actively looking for work, please email me!
Publications
(2025).
SaTE: Low-latency traffic engineering for satellite networks.
ACM SigComm.
(2024).
Dependecy Structure Search for decision making models.
Transactions on Machine Learning Research.
(2023).
Pruning during training by network efficacy modeling.
Machine Learning.
(2017).
Neural Networks for Efficient Bayesian Decoding of Natural Images from Retinal Neurons.
Proc. NeurIPS.
(2017).
Not all bytes are equal: Neural byte sieve for fuzzing.
CoRR.