Selected Works

A collection of technical projects, systems architecture, and experimental code. Built with a focus on performance, scalability, and precision engineering.

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AP Research: Study of LLM Memory in Agentic Tasks

Conducted a 90-trial quantitative experimental study comparing Stateless, Recurrent, and Retrieval-Augmented Generation memory architectures for LLM agents in a full Catan simulation.

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Autonomous VTOL UAV Flight Controller

Engineered real-time flight control logic for a custom Vertical Take-Off and Landing aircraft, mitigating the 'Sim-to-Real' gap in unstable aerodynamic environments.

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Engineering Club CMS: Flat-File Routing Architecture

A database-free Content Management System optimized for minimal operational overhead, utilizing an aggressive in-memory mapping cache instead of SQL.

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Eugene: Modular Multi-Channel Personal AI Assistant

A single-process, extensible personal AI assistant that unifies modular applets, multi-channel adapters, memory orchestration, and event-driven routing into one lightweight runtime.

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Integrity: Artemis II 3D Physics Simulator

A lightweight, first-principles 3D physics engine and interactive sandbox engineered to simulate orbital mechanics and accurately model the Artemis II mission trajectory.

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LLM-a Del Ray: Quantized Local Language Model

A lightweight, autoregressive Transformer language model based on Andrej Karpathy's nanoGPT architecture, engineered specifically for local consumer-hardware execution and highly stylized text generation.

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MNIST-OS: Bare-Metal Neural Inference

A freestanding 32-bit protected mode unikernel engineered explicitly for Feed-Forward Neural Network inference without an underlying operating system.

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Null Linux: Minimalist Custom Linux Distribution

An ultra-lightweight, from-scratch Linux distribution engineered to minimize system overhead by systematically replacing standard GNU/Linux bloat with highly optimized alternatives.

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OSCAR: Real-Time Neural Network Training Platform

An interactive, browser-based Observational System for Configuring & Analyzing Real-time neural networks (OSCAR).

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PhysicsSim: GPU-Accelerated Kinematic Engine

A high-performance kinematic simulation engine computing velocity, acceleration vectors, and collision damping coefficients for N-particle systems.

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rvemu: RV32I Architecture Emulator

Simulates a single-cycle scalar processor conforming strictly to the RISC-V 32-bit Integer base instruction set, modeling CPU state and flat-memory hardware constraints at the byte level.

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SAM32: Custom 32-bit RISC Architecture & Toolchain

A fully custom, ground-up 32-bit RISC computer architecture complete with a dedicated instruction set, custom software toolchain, and an interactive web-based emulator.

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samhithe.dev: Sub-Millisecond API Architecture

A latency-optimized Content Delivery platform utilizing an asynchronous, dual-layer persistence model to achieve <1ms read latency.

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Samux: 64-bit x86_64 Unix-like Kernel

A bare-metal, 64-bit operating system kernel implementing strict hardware isolation, virtual memory management, and process scheduling without reliance on a standard library.

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Trusty: Zero-Knowledge Encrypted Filesystem

Architected a 'Blind Store' multi-user filesystem based on the Bucket Model. The backend operates exclusively on opaque, pre-encrypted binary blobs, ensuring zero-knowledge storage.

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