SYSTEMS ARCHITECT & RESEARCHER//HARDWARE • RF • ROBOTICS • SOFTWARE

BEYOND
CODE

Documenting the physical and digital engineering works of Lidor Shimoni. From 95mm 16-DOF micro-robotics and 35kV X-ray computed tomography scanners to subatomic cloud chambers, 1200A magnetics, reverse engineering agents, and scalable 3D production factories.

33
SYSTEMS ENGINEERED
95mm
16-DOF HUMANOID ROBOT
35kV+
CT SCANNER X-RAY TUBE
1200A
REWOUND MOT CURRENT

SPOTLIGHT_SYSTEMS

// PRIMARY_DEEP_RESEARCH
INDEX/01
HEAD_CAMWITMOTION16CH_BLE2x LiPo 5VH = 95mm16x 2.0g SERVOS
SYS_DIAG::ROBOT_TITAN
SCALE: 1.0_VEC
+ [REF_DATUM_0,0]
AUTH_SPEC
SYS_IDENT: SYS_01 // ROBOTICS & AEROSPACE
YEAR: 2024PROTOTYPE_VERIFIED
ROBOTICS & AEROSPACE

TINY TITAN

WORLD RECORD HUMANOID ROBOT ATTEMPT (95MM)
Height95 mm
Weight62 g (with batteries)
Degrees of Freedom16 DOF
HACKADAY_FEATURE↗
BLE-NORDICWITMOTIONREVERSE-ENGINEERINGPYTHON3D-PRINTINGMICRO-SERVOS

Ultra-miniature 95mm humanoid robot with 16 degrees of freedom. Reverse-engineered the proprietary WitMotion binary protocol over UART and BLE Nordic UART Service, creating custom Python drivers published to PyPI.

CRT_TUBE>35kV_ANODESPECIMENNEMA17 θ=0..360°SCINTILLATORGd₂O₂S:Tb545nm PHOTONSDSLR
SYS_DIAG::CT_SCANNER
SCALE: 1.0_VEC
+ [REF_DATUM_0,0]
AUTH_SPEC
SYS_IDENT: SYS_02 // HARDWARE & FABRICATION
YEAR: 2023SYSTEM_OPERATIONAL
HARDWARE & FABRICATION

BENCHTOP CT SCANNER

HARD BREMSSTRAHLUNG RADIOGRAPHY & COMPUTED TOMOGRAPHY
Radiation SourceCRT Vacuum Tube Bremsstrahlung Emission
High-Voltage SupplyFlyback Transformer + Cockcroft-Walton Multiplier (35kV)
DetectorRare-Earth Dental Intensifying Screen (Gd2O2S:Tb)
GITHUB_PROFILE↗
HIGH-VOLTAGEBREMSSTRAHLUNGRADON-TRANSFORMARDUINOOPENCVSCINTILLATOR

Computed Tomography scanner utilizing a salvage CRT TV vacuum tube driven by a flyback transformer and Cockcroft-Walton multiplier for X-ray generation, a dental intensifying screen, and an Arduino rotating platform.

IPA VAPOR RESERVOIR (WARM TOP)+1.8kV HV GRIDSUPERSATURATED ACTIVE ZONEα TRACK (Am-241)β- ELECTRONPELTIER CASCADE BASE: -32°C (TEC-12715 / TEC-12706)LIQUID CHILLED HEAT SINK LOOP
SYS_DIAG::CLOUD_CHAMBER
SCALE: 1.0_VEC
+ [REF_DATUM_0,0]
AUTH_SPEC
SYS_IDENT: SYS_03 // HARDWARE & FABRICATION
YEAR: 2023OPERATIONAL
HARDWARE & FABRICATION

DIFFUSION CLOUD CHAMBER

THERMOELECTRIC PARTICLE DETECTOR WITH ELECTROSTATIC SWEEP
Cooling EngineStacked TEC1-12706 Peltier Modules (Cascade)
Base Temperature-32°C (continuous steady state)
Working Fluid99.9% Isopropyl Alcohol (IPA)
GITHUB_PROFILE↗
PELTIER-STACKHIGH-VOLTAGERADIATION-PHYSICSTHERMODYNAMICSISOPROPYL

Continuous diffusion cloud chamber powered by stacked Peltier modules and a fly-zapper electrostatic clearing grid, visualizing alpha and beta particle tracks from Thorium, Americium, and Uranium sources.

0°45°90°FASTAPI + DOCKERREDIS / POSTGRESZBRUSH TOOLCHAINDLP RESIN SLICEMULTI-PHOTO → 3D POINT CLOUD → AUTO HOLLOWING → INDUSTRIAL 3D PRINT
SYS_DIAG::SHELFIE
SCALE: 1.0_VEC
+ [REF_DATUM_0,0]
AUTH_SPEC
SYS_IDENT: SYS_04 // SOFTWARE & SYSTEMS
YEAR: 2024PRODUCTION_LIVE
SOFTWARE & SYSTEMS

SHELFIE (SHELFIE.SPACE)

GENERATIVE 3D FIGURINE RECONSTRUCTION & MANUFACTURING
Frontend StackNext.js, TypeScript, Tailwind CSS, Three.js
Backend ArchitectureFastAPI, Docker, Redis Task Queue, PostgreSQL
Reconstruction EngineNeural Depth Estimation + Multi-View Stereo (MVS)
LIVE_PLATFORM↗
PHOTOGRAMMETRYZBRUSHREACTMSLA-PRINTINGFASTAPIAWS

Commercial platform transforming casual multi-angle smartphone photos into high-fidelity custom physical 3D figurines, complete with automated photogrammetry, ZBrush sculpting, and 8K resin printing pipelines.

SYSTEMS_REGISTRY

// ARCHIVAL_INVENTORY
ALL 33 CANONICAL ENGINEERING & RESEARCH PROJECTS
SHOWING: 33 OF 33
SEARCH_TELEMETRY:
SYS_01|2024
PROTOTYPE VERIFIED
HEAD_CAMWITMOTION16CH_BLE2x LiPo 5VH = 95mm16x 2.0g SERVOS
SYS_DIAG::ROBOT_TITAN
SCALE: 1.0_VEC
+ [REF_DATUM_0,0]
AUTH_SPEC
ROBOTICS & AEROSPACE

TINY TITAN

WORLD RECORD HUMANOID ROBOT ATTEMPT (95MM)
BLE-NORDICWITMOTIONREVERSE-ENGINEERINGPYTHON+2

Ultra-miniature 95mm humanoid robot with 16 degrees of freedom. Reverse-engineered the proprietary WitMotion binary protocol over UART and BLE Nordic UART Service, creating custom Python drivers published to PyPI.

Height:95 mm
Weight:62 g (with batteries)
hackaday↗
SYS_02|2023
SYSTEM OPERATIONAL
CRT_TUBE>35kV_ANODESPECIMENNEMA17 θ=0..360°SCINTILLATORGd₂O₂S:Tb545nm PHOTONSDSLR
SYS_DIAG::CT_SCANNER
SCALE: 1.0_VEC
+ [REF_DATUM_0,0]
AUTH_SPEC
HARDWARE & FABRICATION

BENCHTOP CT SCANNER

HARD BREMSSTRAHLUNG RADIOGRAPHY & COMPUTED TOMOGRAPHY
HIGH-VOLTAGEBREMSSTRAHLUNGRADON-TRANSFORMARDUINO+2

Computed Tomography scanner utilizing a salvage CRT TV vacuum tube driven by a flyback transformer and Cockcroft-Walton multiplier for X-ray generation, a dental intensifying screen, and an Arduino rotating platform.

Radiation Source:CRT Vacuum Tube Bremsstrahlung Emission
High-Voltage Supply:Flyback Transformer + Cockcroft-Walton Multiplier (35kV)
github↗
SYS_03|2023
OPERATIONAL
IPA VAPOR RESERVOIR (WARM TOP)+1.8kV HV GRIDSUPERSATURATED ACTIVE ZONEα TRACK (Am-241)β- ELECTRONPELTIER CASCADE BASE: -32°C (TEC-12715 / TEC-12706)LIQUID CHILLED HEAT SINK LOOP
SYS_DIAG::CLOUD_CHAMBER
SCALE: 1.0_VEC
+ [REF_DATUM_0,0]
AUTH_SPEC
HARDWARE & FABRICATION

DIFFUSION CLOUD CHAMBER

THERMOELECTRIC PARTICLE DETECTOR WITH ELECTROSTATIC SWEEP
PELTIER-STACKHIGH-VOLTAGERADIATION-PHYSICSTHERMODYNAMICS+1

Continuous diffusion cloud chamber powered by stacked Peltier modules and a fly-zapper electrostatic clearing grid, visualizing alpha and beta particle tracks from Thorium, Americium, and Uranium sources.

Cooling Engine:Stacked TEC1-12706 Peltier Modules (Cascade)
Base Temperature:-32°C (continuous steady state)
github↗
SYS_04|2024
PRODUCTION LIVE
0°45°90°FASTAPI + DOCKERREDIS / POSTGRESZBRUSH TOOLCHAINDLP RESIN SLICEMULTI-PHOTO → 3D POINT CLOUD → AUTO HOLLOWING → INDUSTRIAL 3D PRINT
SYS_DIAG::SHELFIE
SCALE: 1.0_VEC
+ [REF_DATUM_0,0]
AUTH_SPEC
SOFTWARE & SYSTEMS

SHELFIE (SHELFIE.SPACE)

GENERATIVE 3D FIGURINE RECONSTRUCTION & MANUFACTURING
PHOTOGRAMMETRYZBRUSHREACTMSLA-PRINTING+2

Commercial platform transforming casual multi-angle smartphone photos into high-fidelity custom physical 3D figurines, complete with automated photogrammetry, ZBrush sculpting, and 8K resin printing pipelines.

Frontend Stack:Next.js, TypeScript, Tailwind CSS, Three.js
Backend Architecture:FastAPI, Docker, Redis Task Queue, PostgreSQL
live↗
SYS_05|2023
SYSTEM OPERATIONAL
MOT_CORE_01230V PRIMARY35mm² REWOUNDMOT_CORE_02PARALLEL / SER>1200A IMPULSE0.15mm NICKEL18650P1: 15msP2: 40ms FUSION
SYS_DIAG::SPOT_WELDER
SCALE: 1.0_VEC
+ [REF_DATUM_0,0]
AUTH_SPEC
HARDWARE & FABRICATION

REWOUND MOT SPOT WELDER

1200A DUAL MICROWAVE TRANSFORMER BATTERY TAB WELDER
HIGH-CURRENTTRANSFORMER-REWINDINGSOLID-STATE-RELAY18650-PACKS+1

Custom heavy-duty battery spot welder engineered from two rewound microwave oven transformers with 35mm² copper secondary cable, delivering >1200A peak current with precision dual-pulse SCR timing.

Core Architecture:2x Salvaged 800W Microwave Transformers (Dual Core)
Secondary Winding:35 mm² (2 AWG) Ultra-Flexible Oxygen-Free Copper
github↗
SYS_06|2023
PROTOTYPE VERIFIED
TOPOLOGY CELLHELICAL FOCUSERSOLIDWORKS FEA TOPOLOGY STUDY // 38% MASS REDUCTION
SYS_DIAG::TELESCOPE
SCALE: 1.0_VEC
+ [REF_DATUM_0,0]
AUTH_SPEC
HARDWARE & FABRICATION

TOPOLOGY-OPTIMIZED NEWTONIAN

FEA-DESIGNED 3D PRINTED REFLECTING TELESCOPE
SOLIDWORKS-FEAOPTICS3D-PRINTINGASTRONOMY+1

Custom 3D-printed Newtonian reflecting telescope with finite element analysis (FEA) topology optimization for maximum structural stiffness, curved secondary spider, and precision helical focuser.

Optical Layout:Newtonian Reflector (Parabolic Primary + Diagonal Secondary)
Primary Mount:3D-Printed 9-Point Flotation Cell with Collimation Springs
github↗
SYS_07|2023
OPERATIONAL
433.92 MHzREPLAY_ATTACK137.5MHz QFH ANTENNANOAA-15 / 18 / 19 APT SATELLITERF IQ STREAM (20MSPS) → GNU RADIO / URH → FM DEMOD → WXTOIMG TELEMETRY
SYS_DIAG::HACKRF_SDR
SCALE: 1.0_VEC
+ [REF_DATUM_0,0]
AUTH_SPEC
RF, EMBEDDED & SECURITY

HACKRF ONE: RF AUDIT & NOAA

SUB-GHZ REPLAY ATTACKS & ORBITAL SATELLITE GROUND STATION
SDRHACKRF-ONEGNU-RADIOSATELLITE-APT+2

Software Defined Radio platform spanning 1MHz to 6GHz. Conducted Sub-GHz rolling code replay research on automotive keyfobs and constructed a tuned QFH antenna to decode NOAA-15/18/19 weather satellites.

Transceiver Hardware:HackRF One (1MHz - 6GHz, 20MSPS 8-bit quadrature)
Antenna Subsystem:Custom Hand-Built 137.5MHz Quadrifilar Helix (QFH)
github↗
SYS_08|2023
OPERATIONAL
RIGIDIZED KAOWOOL (1260°C)#3 CRUCIBLEAL / CU MELTKANTHAL A11150°C ELECTRIC RESISTANCE FOUNDRY // PID + 40A SSR CONTROL
SYS_DIAG::FURNACE
SCALE: 1.0_VEC
+ [REF_DATUM_0,0]
AUTH_SPEC
HARDWARE & FABRICATION

1150°C ELECTRIC FOUNDRY

RESISTANCE FURNACE FOR ALUMINUM & COPPER CASTING
KANTHAL-A1PID-CONTROLLERREFRACTORY-CERAMICFOUNDRY+1

Custom electric resistance foundry reaching 1150°C with Kanthal A1 coils, ceramic fiber insulation, and PID temperature control for melting aluminum, copper, and bronze into casting ingots.

Maximum Operating Temp:1150°C (2100°F)
Heating Element:Kanthal A1 Coiled Resistance Wire (2.5kW @ 230V)
github↗
SYS_09|2022
SYSTEM OPERATIONAL
MOT 2.2kV500mA SECONDARYCURRENT LIMIT BALLASTWOOD SUBSTRATE + NaHCO₃ ELECTROLYTEHV+ (2.2kV)RETURN (GND)DIELECTRIC BREAKDOWN TREEING // FRACTAL CARBONIZATIONSAFETY DEAD-MAN FOOT PEDAL + OPTO-ISOLATED PRIMARY RELAY
SYS_DIAG::LICHTENBERG
SCALE: 1.0_VEC
+ [REF_DATUM_0,0]
AUTH_SPEC
HARDWARE & FABRICATION

HIGH-VOLTAGE LICHTENBERG RIG

2.2KV DIELECTRIC BREAKDOWN FRACTAL DISCHARGE
HIGH-VOLTAGEMICROWAVE-TRANSFORMERFRACTAL-BURNINGDIELECTRIC-BREAKDOWN

High-voltage fractal wood-burning apparatus powered by a 2.2kV microwave oven transformer, creating self-similar dendritic Lichtenberg figures along electrolyte-soaked wood grain.

Operating Voltage:2,200 V AC RMS
Short-Circuit Current:~500 mA (inductive ballast limited)
github↗
SYS_10|2023
SYSTEM OPERATIONAL
MOT_AMOT_BADXL345HOTENDCOREXY DUAL-BELT // KLIPPER INPUT SHAPING RESONANCE DAMPING
SYS_DIAG::3D_PRINTER
SCALE: 1.0_VEC
+ [REF_DATUM_0,0]
AUTH_SPEC
HARDWARE & FABRICATION

CUSTOM COREXY 3D PRINTERS

SCRATCH-BUILT HIGH-SPEED ADDITIVE FABRICATION PLATFORMS
COREXYKLIPPERLINEAR-RAILSDIRECT-DRIVE+2

Scratch-built CoreXY 3D printers with rigid aluminum extrusion frames, MGN12H linear rails, stationary dual-motor kinematics, Klipper input shaping, and 300°C+ all-metal hotends.

Kinematic Architecture:CoreXY Stationary-Motor Geometry
Motion Components:MGN12H Linear Rails + Gates GT2 Belts + 0.9° Steppers
github↗
SYS_11|2022
OPERATIONAL
NEMA17 XNEMA17 Y5.5W 450nmTTL / PWMFOCAL SPOT 0.08mmGRBL 1.1f 3-AXIS CNC // 0.05mm RESOLUTION T8 LEAD SCREW
SYS_DIAG::CNC_LASER
SCALE: 1.0_VEC
+ [REF_DATUM_0,0]
AUTH_SPEC
HARDWARE & FABRICATION

REINFORCED 3018 CNC LASER & PLOTTER

GRBL-DRIVEN SUB-MILLIMETER ENGRAVER & 3-AXIS PLOTTER
CNC-3018GRBLDIODE-LASERSTEPPER-DRIVER+1

Customized 3018 CNC platform upgraded with a 5.5W optical laser module, structural aluminum gussets, anti-backlash leadscrews, and patched GRBL firmware supporting unipolar stepper plotters.

Base Frame:Reinforced 3018 Aluminum Profile + Cast Corner Gussets
Laser Subsystem:5.5W 450nm Compressed Facula Diode Laser Module
github↗
SYS_12|2024
SYSTEM OPERATIONAL
ESP-WROOM-32WEBSOCKET SERVER802.11b/g/n AP MODEPORT 80 HTTP TELEMETRYMOBILE UIVIRTUAL JOYSTICKICM-20948I2C 6-DOF FUSIONCH1: AILERON (GPIO13)CH2: ELEVATOR (GPIO12)CH3: ESC (GPIO14)CH4: RUDDERESP32 FLY-BY-WIRE // WEBSOCKET TOUCH JOYSTICK LATENCY < 20ms
SYS_DIAG::RC_ESP32
SCALE: 1.0_VEC
+ [REF_DATUM_0,0]
AUTH_SPEC
ROBOTICS & AEROSPACE

ESP32 RC FLIGHT CONTROLLER

WEB-BASED FLY-BY-WIRE TELEMETRY & CONTROL SYSTEM
ESP32C++WEBSOCKETSIMU-MPU6050+2

Avionics flight controller built on ESP32 running an asynchronous WebSocket server for real-time smartphone browser joystick control, MPU6050 6-axis attitude horizon display, and dual ESC steering.

Core Microcontroller:ESP32 Dual-Core Xtensa LX6 @ 240MHz
Communication:WebSocket Server over 802.11 b/g/n Wi-Fi AP
github↗
SYS_13|2023
FLIGHT TESTED
4mm CF TUBE SPARACTIVE FOAMING LW-PLA0.4mm THIN WALL (235°C)0.42 g/cm³ DENSITYELEVON HINGEAERODYNAMIC 3D PRINTED WING // 320g ALL-UP WEIGHTCURA SURFACE MODE // SINGLE-WALL VASCULAR STRUCTURE
SYS_DIAG::RC_3DPRINT
SCALE: 1.0_VEC
+ [REF_DATUM_0,0]
AUTH_SPEC
ROBOTICS & AEROSPACE

3D-PRINTED AERODYNAMIC RC PLANE

LIGHTWEIGHT LW-PLA AIRFRAME WITH GYROID INTERNAL LATTICE
3D-PRINTINGLW-PLAAERODYNAMICSBRUSHLESS-MOTOR+1

Fully 3D-printed radio-controlled aircraft featuring active foaming LW-PLA thin-wall construction, internal gyroid spars, interlocking bayonet joints, and high-speed parkjet aerodynamics.

Wingspan:850 mm
Flying Weight:480 g (AUW with 3S 1300mAh LiPo)
github↗
SYS_14|2022
FLIGHT TESTED
RIGID BOW FRAME TENSIONERNICHROME 80 WIRE (28 AWG, 2.1 Ω/m)EXTRUDED POLYSTYRENE (XPS)NACA 2412 PROFILE12V3AGRAVITY-ASSIST HOT-WIRE FOAM CUTTER // TAPERED WING SWEEP
SYS_DIAG::RC_HOTWIRE
SCALE: 1.0_VEC
+ [REF_DATUM_0,0]
AUTH_SPEC
ROBOTICS & AEROSPACE

HOT-WIRE CUT FOAM RC GLIDER

AERODYNAMIC XPS WING CARVED WITH NICHROME BOW CUTTER
HOT-WIRENICHROMEXPS-FOAMGLIDER+1

Long-endurance RC thermal glider built with custom nichrome hot-wire bow cutter, high-density extruded polystyrene (XPS) foam airfoils, and fiberglass strapping reinforcement.

Wingspan:1400 mm
Wing Loading:18 g/dm² (ultra-low thermal soaring)
github↗
SYS_15|2022
FLIGHT TESTED
L_ELEVONR_ELEVON2x 9g MICRO SERVOS2205 2300KVSCORE-AND-FOLD 5mm FOAM BOARD // FLITE TEST AEROBATIC DELTA45° BEVEL JOINT CUTS + PACKING TAPE HINGES
SYS_DIAG::RC_FOAMBOARD
SCALE: 1.0_VEC
+ [REF_DATUM_0,0]
AUTH_SPEC
ROBOTICS & AEROSPACE

FOLDED FOAM-BOARD RC AIRFRAME

DURABLE SCORE-AND-FOLD AEROBATIC DELTA WING
FOAM-BOARDSCORE-AND-FOLDFLITETEST-METHODBRUSHLESS+1

Aerobatic RC delta wing built using paper-faced foam board score-and-fold techniques, featuring a mid-mounted pusher motor, reinforced bevel hinges, and extreme impact durability.

Airframe Configuration:Delta Wing Pusher Configuration
Material:5mm Paper-Faced Polyurethane/Polystyrene Foam Board
github↗
SYS_16|2021
COMPLETED
z ~ N(0, 1) [100]GENERATORCONV2D_TRANSPOSE64x64 RGBDISCRIMINATORCONV2D + LeakyReLUD(x)DEEP CONVOLUTIONAL GAN (KERAS/TENSORFLOW) // CELEBA FACIAL SYNTHESISMINIMAX OBJECTIVE: min_G max_D E[log D(x)] + E[log(1 - D(G(z)))]
SYS_DIAG::FACE_DCGAN
SCALE: 1.0_VEC
+ [REF_DATUM_0,0]
AUTH_SPEC
SOFTWARE & SYSTEMS

DEEP CONVOLUTIONAL FACE SYNTHESIZER

DCGAN & CGAN FACIAL GENERATION & ATTRIBUTE MORPHING
KERASDCGANTENSORFLOWOPENCV+2

Deep learning generative modeling system in Keras/TensorFlow using Deep Convolutional GAN (DCGAN) and Conditional GAN architectures to synthesize realistic human faces and morph facial attributes.

Framework:Keras, TensorFlow, Python
Model Architectures:DCGAN (Deep Convolutional GAN) & CGAN (Conditional GAN)
github↗
SYS_17|2023
FLIGHT VERIFIED
M4M2M3M1STM32F405BETAFLIGHT45A DSHOT6001200TVL5.8GHz RHCP5-INCH CARBON FIBER FREESTYLE QUAD // 2207 2450KV MOTORS // 4S 1500mAh
SYS_DIAG::FPV
SCALE: 1.0_VEC
+ [REF_DATUM_0,0]
AUTH_SPEC
ROBOTICS & AEROSPACE

CUSTOM FPV RACER DRONES

HIGH-THRUST 5-INCH BETAFLIGHT FREESTYLE & RACING PLATFORMS
BETAFLIGHTFPV6S-LIPOBRUSHLESS-MOTORS+2

Custom 5-inch FPV racing quadcopters featuring carbon fiber X-frames, 6S power architecture, 2207 brushless motors, Betaflight 8kHz PID loops, and low-latency 5.8GHz video transmission.

Frame Architecture:5-inch True-X 3K Carbon Fiber (5mm chamfered arms)
Power Train:2207 1950KV Brushless Motors on 6S 1300mAh 120C LiPo
github↗
SYS_18|2023
SYSTEM OPERATIONAL
PIXHAWKARDUCOPTEREKF3 NAVM8N GPS433MHz SiKMAVLink 2.0AUTONOMOUS ARDUCOPTER PLATFORM // WAYPOINT MISSION FLIGHTSGEO-FENCING, FAILSAFE AUTO-RTL & REAL-TIME GROUND TELEMETRY
SYS_DIAG::DRONE
SCALE: 1.0_VEC
+ [REF_DATUM_0,0]
AUTH_SPEC
ROBOTICS & AEROSPACE

ARDUCOPTER GPS DRONE

AUTONOMOUS WAYPOINT MISSION MULTIROTOR & TELEMETRY
ARDUCOPTERPIXHAWKGPS-NAVIGATIONMAVLINK+1

Autonomous multirotor drone built on a 32-bit Pixhawk flight controller running ArduCopter firmware, equipped with GPS/compass mast, MAVLink telemetry radio, and autonomous mission planning.

Autopilot:Pixhawk 2.4.8 (STM32F427 32-bit ARM Cortex-M4)
Firmware:ArduCopter V4.x with EKF3 state estimation
github↗
SYS_19|2022
SYSTEM OPERATIONAL
THR / YAWPITCH / ROLLFS-I6 MOD10-CH ENABLEDIBUS TELEMETRYST-LINK SWDFLYSKY FS-I6 CUSTOM FIRMWARE FLASH // 6CH → 10CH MODIFICATIONSTM32F072 MEMORY RE-FLASH // VOLTAGE TELEMETRY ALARM MOD
SYS_DIAG::FLYSKY
SCALE: 1.0_VEC
+ [REF_DATUM_0,0]
AUTH_SPEC
ROBOTICS & AEROSPACE

FLYSKY FS-I6 FIRMWARE MOD

10-CHANNEL OPEN-SOURCE TRANSMITTER & TELEMETRY MODIFICATION
FLYSKYSWD-FLASHINGST-LINKOPEN-SOURCE+2

Hardware reverse engineering and SWD firmware upgrade of the FlySky FS-i6 radio transmitter, unlocking 10 full proportional channels, flight timers, and iBus/sBus telemetry streams.

Transmitter Hardware:FlySky FS-i6 (STM32 / ARM Cortex-M architecture)
Flashing Tool:ST-Link V2 Programmer via SWD (SWDIO / SWCLK / GND)
github↗
SYS_20|2023
OPERATIONAL
(◕‿‿◕)CH: 6 [2.4GHz]PWND: 42 APsA2C_RL: ACTIVEPMKID HARVESTING // PCAP EXPORTRPI ZERO W + WAVESHARE 2.13" E-PAPER + PISUGAR LIPODEEP REINFORCEMENT LEARNING FOR OPTIMAL HANDSHAKE SNIFFING
SYS_DIAG::PWNAGOTCHI
SCALE: 1.0_VEC
+ [REF_DATUM_0,0]
AUTH_SPEC
RF, EMBEDDED & SECURITY

PWNAGOTCHI: AI WPA AUDITOR

REINFORCEMENT LEARNING HANDSHAKE HARVESTER & E-PAPER RIG
RPI-ZERO-WA2C-RLE-PAPERBETTERCAP+2

Autonomous cybernetic Wi-Fi auditing companion built on Raspberry Pi Zero W and a Waveshare e-paper display, powered by deep reinforcement learning (A2C) to harvest WPA/WPA2 handshakes.

Host Hardware:Raspberry Pi Zero W (Broadcom BCM2835 @ 1GHz, 512MB RAM)
Display Subsystem:Waveshare 2.13" V2 Tri-Color E-Paper Display (SPI interface)
github↗
SYS_21|2022
OPERATIONAL
ESP8266PROMISCUOUS RX/TXRAW FRAME INJECTIONCH 1-14 HOPPINGTARGET: [BSSID_SCAN]PKTS: 1,420/sTYPE: 0x00C0 DEAUTHREASON: 4 (INACTIVITY)3-WAY NAV SWITCH CONTROL802.11 DEAUTHENTICATION ATTACK AUDITOR // PROMISCUOUS PACKET INJECTION
SYS_DIAG::DEAUTHER
SCALE: 1.0_VEC
+ [REF_DATUM_0,0]
AUTH_SPEC
RF, EMBEDDED & SECURITY

ESP8266/ESP32 WIFI DEAUTHER

802.11 RAW FRAME INJECTION & SECURITY AUDITING PLATFORM
ESP8266ESP32802.11PACKET-INJECTION+1

Embedded wireless penetration testing hardware leveraging raw 802.11 frame injection on Espressif microcontrollers to conduct deauthentication attacks, beacon spamming, and rogue AP detection.

Target Microcontroller:Espressif ESP8266 / ESP32 with custom antenna mod
RF Band:2.4GHz ISM Band (Channels 1 - 14)
github↗
SYS_22|2023
OPERATIONAL
HOME ASSISTANTCORE OS (RPI4)AIR-GAPPED LANZIGBEE 3.0CC2652PESPHOMEMOSQUITTOPIR MOTIONTEMP/HUMID BME280POWER SHUNTPRIVATE LOCAL AUTOMATION SERVER // ZERO CLOUD LEAKAGE PRIVACY ARCHITECTURE
SYS_DIAG::HOMEASSISTANT
SCALE: 1.0_VEC
+ [REF_DATUM_0,0]
AUTH_SPEC
RF, EMBEDDED & SECURITY

LOCAL HOME ASSISTANT HUB

AIR-GAPPED SMART HOME AUTOMATION & TELEMETRY HUB
HOME-ASSISTANTZIGBEE2MQTTRPI4ESPHOME+2

Air-gapped, privacy-focused home automation server on Raspberry Pi 4 with a CC2652P Zigbee 3.0 coordinator, Zigbee2MQTT, local MQTT message bus, and ESPHome custom sensor nodes.

Host Hardware:Raspberry Pi 4 Model B (4GB RAM) + Kingston SSD Boot
Coordinator Hardware:TI CC2652P Zigbee 3.0 USB Dongle (+20dBm amplifier)
github↗
SYS_23|2023
OPERATIONAL
OCTOPRINTOCTOPI DAEMONMJPEG STREAMERG-CODE INTERPRETERUSB CDC250k BAUDKLIPPER / MARLINSTEPPER TIMINGHOTEND: 215°CBED: 60°CWEBCAMGPIO POWER RELAYTHERMAL RUNAWAY CUTOFFHEADLESS PRINT FARM MANAGEMENT // REAL-TIME TELEMETRY & EMERGENCY INTERLOCK
SYS_DIAG::OCTOPRINT
SCALE: 1.0_VEC
+ [REF_DATUM_0,0]
AUTH_SPEC
RF, EMBEDDED & SECURITY

HEADLESS OCTOPRINT SERVERS

DISTRIBUTED 3D PRINT FARM MANAGEMENT & G-CODE TELEMETRY
OCTOPRINTRASPBERRY-PIPRINT-FARMWEBCAM-STREAMING+1

Headless Raspberry Pi print server network providing remote G-code telemetry, 1080p camera inspection, bed mesh visualization, and automated thermal runaway cutoff for 3D printers.

Server Platform:Raspberry Pi 3B+ / Pi 4 running OctoPi Linux
Printer Interface:Direct USB Serial (CH340 / CP2102) @ 250,000 baud
github↗
SYS_24|2022
SYSTEM OPERATIONAL
1000T 0.25mm WIRERESONANT FREQ: ~320 kHz (TUNED LC TANK)
SYS_DIAG::TESLA_COIL
SCALE: 1.0_VEC
+ [REF_DATUM_0,0]
AUTH_SPEC
HARDWARE & FABRICATION

RESONANT AIR-CORE TESLA COIL

SPARK-GAP HIGH-FREQUENCY HIGH-VOLTAGE GENERATOR
TESLA-COILHIGH-VOLTAGERESONANCESPARK-GAP+1

Classic spark-gap resonant air-core Tesla coil featuring a flat spiral copper primary, high-voltage pulse capacitor tank, 1000-turn secondary, and toroidal top load producing 30cm+ corona discharges.

Resonant Frequency:~250 kHz (calculated and tuned)
Input Power Source:High-Voltage Transformer (9kV @ 30mA)
github↗
SYS_25|2023
OPERATIONAL
CuSO₄ + H₂SO₄ ELECTROLYTE SOLUTIONCOPPER ANODE (+)CATHODE (-)Cu²⁺ →Cu²⁺ →CONSTANT CURRENT3.5V @ 1.8A (0.1A/cm²)ELECTROCHEMICAL PLATING RIG // HOMOGENEOUS COPPER/NICKEL DEPOSITIONSURFACE POLISHING & PASSIVATION FINISH
SYS_DIAG::ELECTROLYSIS
SCALE: 1.0_VEC
+ [REF_DATUM_0,0]
AUTH_SPEC
HARDWARE & FABRICATION

ELECTROLYSIS METAL PLATING

ELECTROCHEMICAL COPPER, NICKEL & ZINC SURFACE COATING
ELECTROPLATINGCHEMISTRYCONDUCTIVE-GRAPHITESURFACE-FINISHING

Electrochemical plating bath depositing uniform copper, nickel, and zinc metallic coatings onto metallic objects and 3D printed plastic parts pre-treated with conductive graphite spray.

Plating Chemistries:Acid Copper (CuSO4 + H2SO4), Watts Nickel, Zinc Sulfate
Substrates Plated:Steel, Brass, Copper, and 3D Printed Plastics (PLA/Resin)
github↗
SYS_26|2022
OPERATIONAL
LAB BENCH POWER SUPPLY UNIT24.00 V05.00 A120.0W [CV MODE]+30VGND+12V+5VUSB-C PDPRECISION CURRENT SHUNT + ACTIVE PWM DUAL-BEARING COOLING FANRIPPLE < 10mV RMS // SHORT-CIRCUIT & REVERSE-POLARITY PROTECTEDCUSTOM REGULATED MULTI-RAIL LABORATORY BENCH SUPPLY
SYS_DIAG::PSU
SCALE: 1.0_VEC
+ [REF_DATUM_0,0]
AUTH_SPEC
HARDWARE & FABRICATION

CUSTOM MULTI-RAIL BENCH LAB PSU

REGULATED HIGH-PRECISION CC/CV LABORATORY POWER SUPPLY
BENCHTOP-PSUCC-CVLINEAR-REGULATORBUCK-BOOST+1

Custom multi-rail electronics bench power supply combining linear low-noise rails (3.3V, 5V, ±12V) with variable 0-30V / 0-10A CC/CV buck-boost regulation and digital metering.

Variable Output:0 - 30.0 V DC, 0 - 10.0 A (Continuously Variable CC/CV)
Fixed Reference Rails:+3.3V (2A), +5.0V (3A), +12.0V (2A), -12.0V (1A Linear)
github↗
SYS_27|2022
SYSTEM OPERATIONAL
YOKEX/Y COILSLISSAJOUS PHOSPHOR TRACECRT BEAM DEFLECTION DRIVEN BY DUAL CLASS-AB AUDIO AMPLIFIERS
SYS_DIAG::CRT_VECTOR
SCALE: 1.0_VEC
+ [REF_DATUM_0,0]
AUTH_SPEC
HARDWARE & FABRICATION

CRT TV VECTOR OSCILLOSCOPE

MAGNETIC YOKE ANALOG X-Y VECTOR MONITOR
CRT-TVHIGH-VOLTAGEVECTOR-GRAPHICSLISSAJOUS+1

Repurposed vintage CRT television converted into an X-Y magnetic vector monitor, driven by dual high-power audio amplifiers to display real-time analog Lissajous curves and audio vector waveforms.

Display Tube:Salvaged Color/Monochrome Cathode Ray Tube (CRT)
Acceleration Anode:~20kV High Voltage Flyback (retained with safety limits)
github↗
SYS_28|2021
COMPLETED
1080p RTSPVIDEO FRAMECONV2DRESNET/MOBILENETFLAME CLASS: 98.4%BINARY SOFTMAXSMOKE BBOX [x,y,w,h]IOU > 0.82FIRE_01REAL-TIME CONVOLUTIONAL HAZARD & FIRE DETECTION PIPELINELOW-LATENCY EDGE INFERENCE < 25ms // OPENCV + TENSORFLOW
SYS_DIAG::FIRE_CNN
SCALE: 1.0_VEC
+ [REF_DATUM_0,0]
AUTH_SPEC
SOFTWARE & SYSTEMS

REAL-TIME HAZARD & FIRE DETECTION CNN

DEEP CONVOLUTIONAL COMPUTER VISION SAFETY PIPELINE
CNNTENSORFLOWOPENCVFIRE-DETECTION+2

Real-time computer vision hazard detection system using deep convolutional neural networks (custom CNN / fine-tuned VGG16) in TensorFlow/OpenCV to detect flame and smoke in video feeds.

Deep Learning Stack:Python, TensorFlow, Keras, OpenCV
Model Backbones:Custom CNN + Fine-Tuned VGG16 Transfer Learning
github↗
SYS_29|2020
COMPLETED
SENSORY INPUTSPLAYER_X, YVELOCITY_X, YPLATFORM_DIST[3]SCROLL_SPEEDCOMBO_TIMERMOTOR NEURONSPRESS_LEFTPRESS_RIGHTCHARGE_JUMPCOMBO_TRIGGERNEUROEVOLUTION OF AUGMENTING TOPOLOGIES // AUTONOMOUS ICY TOWER AGENTFITNESS = HEIGHT * 10 + COMBO_STREAK² // GENETIC TOPOLOGY MUTATION
SYS_DIAG::ICY_TOWER_NEAT
SCALE: 1.0_VEC
+ [REF_DATUM_0,0]
AUTH_SPEC
SOFTWARE & SYSTEMS

NEAT AUTONOMOUS GAMING AGENT

NEUROEVOLUTION OF AUGMENTING TOPOLOGIES IN ICY TOWER
NEATGENETIC-ALGORITHMPYGAMEREINFORCEMENT-LEARNING+1

Recreated the classic game Icy Tower in Python/PyGame and trained an autonomous neural agent using Neuroevolution of Augmenting Topologies (NEAT) to master platform climbing.

Game Engine:Custom Python & PyGame implementation of Icy Tower
AI Algorithm:NEAT (Neuroevolution of Augmenting Topologies)
github↗
SYS_30|2021
COMPLETED
OPACITYDICOM 512x512DENSENET-121DENSE BLOCKS 1-4TRANSITION LAYERSGLOBAL AVG POOLGRAD-CAM ACTIVATIONPREDICTIONBACTERIAL: 94.2%VIRAL: 04.1%NORMAL: 01.7%DEEP CONVOLUTIONAL RADIOGRAPHY DIAGNOSTIC CLASSIFIERTRANSFER LEARNING // CLAHE PREPROCESSING // HEATMAP INTERPRETABILITY
SYS_DIAG::PNEUMONIA_XRAY
SCALE: 1.0_VEC
+ [REF_DATUM_0,0]
AUTH_SPEC
SOFTWARE & SYSTEMS

TORSO RADIOGRAPHY PULMONARY CLASSIFIER

DEEP LEARNING PNEUMONIA DETECTION FROM CHEST X-RAYS
DEEP-LEARNINGPYTORCHKERASMEDICAL-IMAGING+1

Biomedical computer vision diagnostic system using deep convolutional transfer learning in Keras/TensorFlow to detect bacterial and viral pneumonia in chest X-ray radiographs.

Framework:Keras, TensorFlow, Python, Matplotlib, Scikit-learn
Architecture:Deep Convolutional Neural Network with Transfer Learning Backbones
github↗
SYS_31|2023
VERIFIED
USER MODE (RING 3)CLIENT APPLICATIONDeviceIoControl() CALLIOCTL_READ_VIRTUAL_MEMSECURITY BOUNDARYKERNEL MODE (RING 0)KMDF DRIVER (.SYS)CR3 PHYSICAL PAGINGPML4 → PDPT → PD → PTDKOM PROCESS UNLINKINGActiveProcessLinks BYPASSWINDOWS KMDF RING-0 KERNEL DRIVER // PHYSICAL MEMORY ARBITRATIONVIRTUAL ADDRESS TRANSLATION & HEAP EXPLOITATION AUDITING
SYS_DIAG::KERNEL
SCALE: 1.0_VEC
+ [REF_DATUM_0,0]
AUTH_SPEC
RF, EMBEDDED & SECURITY

RING-0 KERNEL DRIVER & MEMORY EXPLOITATION

WINDOWS KMDF DRIVER, MEMORY HOOKING & HEAP EXPLOITATION
KERNEL-MODEKMDFC++CR3-PAGING+2

Windows Kernel-Mode Driver (KMDF) operating at Ring 0 for virtual memory manipulation, CR3 control register translation, usermode API hook bypasses, and heap exploitation.

Driver Framework:Windows Driver Kit (WDK) / KMDF in C and C++
Privilege Level:Ring 0 (Kernel Mode Execution)
github↗
SYS_32|2021
COMPLETED
WORKSHOP UINEXT.JS / REACTVIN BARCODE SCANJOB CARDS QUEUETIME TRACKINGCORE SERVICESWORK ORDER MGRINVENTORY SYNCINVOICING ENGINEWHATSAPP NOTIFYPOSTGRESQLCUSTOMERS_TBLVEHICLES_TBLPARTS_INVENTORYAUDIT_LOG_TBLTIR-ERP: SPECIALIZED AUTOMOTIVE REPAIR ENTERPRISE PLATFORMMULTI-TIER ARCHITECTURE // END-TO-END TELEMETRY & REPAIR LIFECYCLE
SYS_DIAG::TIR_ERP
SCALE: 1.0_VEC
+ [REF_DATUM_0,0]
AUTH_SPEC
SOFTWARE & SYSTEMS

AUTOMOTIVE REPAIR ERP PLATFORM

SPECIALIZED REPAIR SHOP ENTERPRISE RESOURCE PLANNING
ERPFULL-STACKDATABASE-DESIGNAUTOMOTIVE+1

Full-stack Enterprise Resource Planning (ERP) platform (`tirERP`) engineered for automotive tire and repair shops, managing inventory tracking, repair work orders, and billing.

System Type:Enterprise Resource Planning (ERP) Application
Domain:Automotive Tire Centers, Alignment & Repair Garages
github↗
SYS_33|2024
IN PRODUCTION
ENTERPRISE DATAJIRA / CONFLUENCEGIT REPOSITORIESDOCS & MANUALSSAP & ERP FEEDSVECTOR STOREPGVECTOR / QDRANTHYBRID RETRIEVALDENSE + SPARSEGUARDRAILSPII FILTERRBAC AUDITLLM PROMPT SECAI AGENTSTOOL USEMULTI-STEPCITATIONSSECURE ENTERPRISE RETRIEVAL-AUGMENTED GENERATION (RAG) & AGENT PLATFORMAIR-GAPPED CORPORATE CONTEXT // AUDITABLE ACCESS CONTROLS
SYS_DIAG::AI_ENTERPRISE
SCALE: 1.0_VEC
+ [REF_DATUM_0,0]
AUTH_SPEC
SOFTWARE & SYSTEMS

ENTERPRISE AI ADOPTION

UNIT-WIDE AGENTIC SYSTEMS & SECURE RAG PIPELINES
AGENTIC-SYSTEMSRAGLLM-ORCHESTRATIONAIR-GAPPED+1

Leading the architectural design and deployment of generative AI and autonomous agentic coding systems across defense engineering teams, scaling automated code review and RAG systems.

Domain:Enterprise Defense AI Engineering & Developer Productivity
Architecture:Air-Gapped Multi-Agent Orchestration & Vector Semantic RAG
github↗

CAPABILITIES

// DETAIL_LAYER
CORE_STACK
ARCH // 01

AGENTIC_SYSTEMS

Autonomous workflows, LLM orchestration, Model Context Protocol (MCP), reverse engineering agents, code audit systems.

DEV // 02

HARDWARE_&_FABRICATION

High-voltage electronics, microwave transformer rewinding, FEA topology optimization in SolidWorks, vacuum/plasma systems, micro-servo robotics.

SYSTEMS // 03

RF_&_EMBEDDED

Software Defined Radio (HackRF One), satellite telemetry, BLE Nordic UART, ESP32 flight controllers, Ring-0 kernel drivers.

01AI ADOPTION LEAD
Scaling unit-wide agentic coding systems and automated evaluation pipelines.
IDF UNIT2024 - PRES
02FOUNDER & ARCHITECT
Engineered full-stack photogrammetry-to-resin 3D printing commercial platform.
SHELFIE (SHELFIE.SPACE)2024 - PRES
03R&D TEAM LEADER
Directed engineering sprints, architectural standards, and high-velocity shipping.
TEAM SAKURA2022 - 2024