Research

Explore my research projects and academic work

ongoing

Hyper-Efficient On-Device Small Language Models for Structured Agentic Workflows

October 1, 2025

NJIT R1 University

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completed

Statistical Analysis of Insurance Charges: A Predictive Modeling Study

October 3, 2024

NJIT R1 University

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Reading List

External research papers & notes

Currently Reading

Space State Models

Tri Dao, Albert Gu (2024)

Recursive Reasoning with Tiny Networks

Alexia Jolicoeur-Martineau (2025)

Evolution Strategies at Scale

Xin Qiu, Yulu Gan, Conor F. Hayes, Qiyao Liang, Elliot Meyerson, Babak Hodjat, Risto Miikkulainen (2025)

Rethinking Classifier-Based Quality Filtering

Thiziri Nait Saadats, Louis Bethune, Michal Klein, David Grangier, Marco Cuturit, Pierre Ablin (2025)

Favorites

Cross-Universe Symbolic Regression

Joshua Kyan Aalampour (2025)

September 2025

The Super Weight in Large Language Models

Yu, M. et al. (2025)

July 2025

The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits

Ma, S. et al. (2024)

May 2025

Read

Small Language Models are the Future of Agentic AI

Belcak, P. et al. (2025)

September 2025

Apple Intelligence Foundation Language Models

Apple (2025)

August 2025

Optimal Classification of Qubit States

M ˘ad ˘alin Gut¸ a, Wojciech Kotłowski (2010)

February 2025

Opportunities and Limitations of Quantum Machine Learning

Elies Gil-Fuster, Jonas R. Naujoks, Grégoire Montavon, Thomas Wiegand, Wojciech Samek, Jens Eisert (2024)