00 Build Log

Projects that start as notebooks and end up in hardware, tooling, or papers.

This page is the hands-on layer of the portfolio: aircraft electronics, FPGA radio work, simulation-heavy research, and smaller experiments that still teach something worth keeping.

Aerospace systems RF and SDR Embedded control CFD and ML Readable engineering notes

Autonomous drone prototype with electronics and workbench lighting — **Autonomy, avionics, iteration** Physical systems where routing, firmware, sensing, and testing all matter.

SDR electronics with lab instrumentation and signal analysis display — **Code-SDR** FPGA signal chain, throughput, and integration.

Aerospace research visualization with aerodynamic data overlays — **Research track** Simulation, surrogate models, and paper-driven exploration.

01 Featured Projects

Hardware-software integrated systems from concept to validated prototypes.

Drone-v2: Autonomous Aircraft Platform

Aerospace / RF / Embedded

Dec 2024 to Q2 2026 C / Python / AGS Script Stars: 1

Multi-layer PCB autonomous aircraft with integrated RF front-end and production-ready firmware. Full lifecycle development from schematic design through manufacturing files and bring-up validation.

Custom multi-layer PCB with integrated RF front-end and tuned antenna geometry
Complete sensor suite: IMU, GPS, barometric sensing with analog interfaces
Active firmware: sensor fusion, control loops, telemetry streaming
Hardware iteration: v1 archived, v2 incorporating design improvements

Code-SDR: Ultra-Wideband Software Defined Radio

FPGA / RF / DSP

Nov 2025 to Q1 2026 Verilog / FPGA / Python Stars: 1

FPGA-accelerated SDR covering 1 MHz to 10 GHz with a real-time processing pipeline. Complete implementation from Verilog HDL to the computer interface with 105 MSPS throughput.

LIF-MD6000-6UMG64I FPGA: 105 MSPS real-time processing, under 10 microseconds latency
Complete DSP pipeline: NCO mixing, 1024-point FFT, digital downconversion
Dual-mode: processed streaming at 750 Mbps or direct ADC streaming at 950 Mbps
Production-ready integrations for GNU Radio and Windows ExtIO workflows

Aircraft Diffusion CFD: Generative Aerodynamic Design

Research / AI-ML / CFD

Dec 2025 to ongoing Python / CUDA Stars: 1

GPU-accelerated generative design combining diffusion models with computational fluid dynamics. The training pipeline optimizes aircraft structures for aerodynamic efficiency while preserving structural viability.

Diffusion model paired with GPU-accelerated LBM CFD for aerodynamic optimization
Progressive grid refinement from 16 cubed to 32 cubed for practical training time
Hierarchical structural constraints keep generated designs connected and manufacturable
CLI workflow covers training, generation, evaluation, and STL export

Radar cross-section simulation for UAV stealth research

ML-Based Rapid RCS Estimation for UAV Stealth

Research / ML regression / Electromagnetics

Research paper draft Python / EM simulation / UAV design Google Drive source

Research paper exploring how trained regression models can estimate UAV radar cross-section from electromagnetic simulation data, enabling faster stealth-design iteration before full-wave validation.

Compares dense networks, SVMs, ensembles, volumetric CNNs, transformers, and physics-informed models
Defines practical dataset parameters across geometry, frequency, aspect angle, elevation, and polarization
Frames ML as a fast screening layer, with final candidates verified by high-fidelity EM simulation
Includes metrics, uncertainty guidance, and a 12-week implementation roadmap

01B More Stuff From My Folder

Extra projects and experiments that show I like building across hardware, code, and analysis.

Drone Arm Control Stack

Embedded / Control C / Python / Meson

A modular drone control and management codebase with a safety-first attitude, split between sensor loops and PWM/SPI control loops.

Outrunner Motor Optimizer

Simulation / Optimization Python / CAD

A motor design tool that combines electromagnetic, thermal, mechanical, and CFD checks to help size a BLDC outrunner before you make it real.

AttackSurfaceMapper

Security / OSINT Python

A recon tool that expands domains, subdomains, and IPs, then maps what is publicly visible with screenshots, DNS, and passive intelligence.

02 All Repositories

Live GitHub feed with cleaner README snapshots, so the project text reads like part of the page instead of pasted markdown.

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