Research & Projects

KOALA: Knowledge Conflict Augmentations for Robustness in Vision Language Models

Python PyTorch Matplotlib Vision Language Models

Framework for evaluating and improving robustness of Multimodal LLMs using image augmentations and fine-tuning.

MathFormer: Solve math equations using NLP and transformers

PyTorch transformers numpy matplotlib

Implementation of a deep neural network model that learns to expand single variable polynomials. Model input is factorized sequence and output is predicted expanded sequence.

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Secure-AES: A highly secure Verilog implementation of the AES algorithm

Computer Architecture Security Verilog

A novel approach to protect AES processors from Side Channel Attacks

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EMUgo: 8-bit CPU emulator

Golang emulation computer architecture

A functional interpreter for the CHIP-8 virtual machine, a simple, 8-bit computer architecture used to run games and programs from the 1970s.

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cpPyox: Simple scripting language (Educational)

C++ tree-walk-interpreter lexer-parser compiler-design language-design

A high-level, dynamically typed, interpreted scripting language with python-esque frontend. It is implemented on a fast and memory efficient C++ backend.

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AUTO-ONTO: Automatic text ontology generation.

Python NLP Machine Learning FastAPI

Automatically extract keyphrases from text spanning across vast domains, and generate an ontology.

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BusTub: Relational Database Management System (Educational)

C++ Concurrency Algorithms

BusTub is a relational database management system built at Carnegie Mellon University, it supports basic SQL and comes with an interactive shell.

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RetainLLM: Retain everything you've ever read

Docker Python FastAPI LLM

A full-stack app deployed on a local RaspberryPi to quickly generate notes and chapter summaries for research papers, e-books and podcasts.

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