About Me

I am a third-year PhD student at the MIT Operations Research Center. I am fortunate to be advised by Rahul Mazumder.

My research focuses on:

• LLM Compression: Pruning, quantization, low-rank decomposition techniques for LLMs
• Parameter-Efficient Fine-Tuning: Variants of LoRA (Low-Rank Adaptation)
• Data Valuation: Influence functions & efficiency
• Differential Privacy: Sparse DP-SGD for noise reduction
• GPU-Accelerated Optimization Algorithms: First/Second-order methods, ADMM, Local Search with GPU acceleration for problems from above

Prior to MIT, I completed my Bachelor of Science degree in Mathematics and Computer Science at École Polytechnique, where I was advised by Eric Moulines and Merouane Debbah. I have also had the opportunity to complete an exchange semester at the Mathematics Department at ETH Zurich.

You can find my CV here.