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)

Read: September 2025

The Super Weight in Large Language Models

Yu, M. et al. (2025)

Read: July 2025

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

Ma, S. et al. (2024)

Read: May 2025

Read

Small Language Models are the Future of Agentic AI

Belcak, P. et al. (2025)

Read: September 2025

Apple Intelligence Foundation Language Models

Apple (2025)

Read: August 2025

Optimal Classification of Qubit States

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

Read: February 2025

Opportunities and Limitations of Quantum Machine Learning

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