Two Cooperative AI AgentsTwo AI agents working together to conduct scientific research, then writing their findings in a blog format have been programmed and demonstrated by the Engineer. These agents, at the time of operation, were both based on a Large Language Model (LLM) named OpenHermes. That model was fine-tuned on a Mistral model, then quantized to 7B size, yet has been shown to perform like a 70B model on benchmarks. The two agents were assigned roles of 'Senior Research Analyst' and 'Tech Content Strategist' with qualifying backstory credentials. Their tasks were to conduct online research on the latest life-extension technologies, and to analyze and provide a blog narrative outlining their findings. The following resulting output was one of the first pieces that these two cooperative agents produced:
Wireless Power Transfer SystemA Wireless Power Transfer System providing electrical energy transmission using a transmitter and separated receiving circuit has recently been completed by The Engineer. Starting with basic generally expected specifications for such a system, it was designed in two phases: 1. Initial transmitter and receiver breadboards were built for researching technical issues. 2. Refined transmitter and receiver PCBs were laid out using reference designs, researched solutions, and industry standard practices, then built and tested in version subphases.
Medical Device MICS Starter System and Software
A bare-bones medical implant
starter platform is being created by the Engineer to
provide the basic framework necessary to begin
development of a GUI, Base Station, and Implant medical
device. The Host GUI is coded in C# and represents a
simple interface with basic features providing CRC
protected command packets. The Base Station uses a
state-driven synchronous operating system and relies
upon a general command and response regimen (one command
– response pair at a time), with RF protocol handled by
a ZL70123 module. The Implant uses a FreeRTOS operating
system for receiving over-the-air commands, processing
them for intended therapy and data collection, and
response generation for transmission back via Base
Station to the Host GUI, with all RF protocol handled by a ZL70321 (or
available miniature ZL70323) module.
The Host system GUI (running on a PC) allows sending
commands to the Base Station or Implant following its RF
link establishment. An example Clear Channel Assessment
(CCA) requested by the Host is shown in figure to left, with
response measurement of channel noise in the MICS band
choosing channel 3. Search,
Authentication, and link connection are all undertaken
at user request, after which commands may be sent
over-the-air to the Implanted device. Basic Implant
commands are implemented to demonstrate the methods
used for over-the-air command processing and response back to the
connected host for further processing as desired.
System hardware consists of the Base Station printed
circuit layout, shown in figure at left, using a Texas
Instruments MSP430F2618 Microcontroller working with the
Microsemi ZL70123 Base Station module under firmware
The Implant demonstration module printed circuit layout, shown in figure at right, uses the Texas
Instruments MSP430F5359 Microcontroller and ZL70321 (or could use a micro sized ZL70323),
capable of very low power
operation during the overall idle and communication cycle.
The demo Implant board circuit can be significantly reduced
in size (for in vivo testing) using flex circuitry and the ZL70323
The Engineer, J. Brennan, at
Cybertronic Engineering (Cybertro.com) has been
designated as an “Authorized Subcontractor” by Microsemi
Semiconductor (U.S.) Inc., to work on and integrate its
software into licensee products. The Foregoing described
software was developed as a MICS demonstration system under
this authorization for purposes of integration into
products being developed by a Licensee company.
Prototype Implant and Base Station Controller
The Engineer helped design sections of a prototype laser therapy device, intended for eventual implantation in the human body, as well as designing a matching wireless Base Station controller. This system was initially intended to conduct bench experiments, circuit debugging, and embedded software control for further development of the implant and its radio link. The implantable device was based upon a Texas Instruments MSP430 processor controlling a Microsemi ZL70321 MICS-Band RF Implant Module. The Base Station was designed using a similar Texas Instruments MSP430 processor controlling a Microsemi ZL70120 MICS-Band RF Telemetry Radio module. The Engineer developed all of the initial C language prototype test and debug firmware for both implant and Base Station to provide a whole system communication link for over-the-air testing on a multitude of implant peripherals. The Engineer also designed the control sections of a second prototype revision Base Station to use a Microsemi ZL70123, as well as sections of the second revison iC-NZP based laser control circuitry for the implant. An extensive software architecture redesign was then specified by company engineering, and subsequently implemented in the Base Station firmware by The Engineer using a "Pycca" framework to provide it with a full featured state driven operating system. Additional Host PC based prototype software, written in C#, was also developed by The Engineer to facilitate a test GUI for the newly implemented Base Station-to-Implant communications system. The Engineer subsequently provided some design input to, and full firmware implementation of, a third generation miniturized Base Station using the Microsemi ZL70123 for advanced stages of radio communications testing.
Wireless Cardiac Pacemaker
Full-Time systems/software engineer at EBR Systems Inc. Sunnyvale CA (for seven years) as a member of the wireless cardiac pacemaker (WiCS-LV) development team utilizing novel and proprietary ultrasonic techniques: European Patent Office Patent Number US2008063669, OPTIMIZING ENERGY TRANSMISSION IN A LEADLESS TISSUE STIMULATION SYSTEM. As an early member of the development team The Engineer completely re-wrote system control software for an early 'Human Demonstration System' platform. This initial wireless cardiac pacemaker proof of concept system, and subsequent human demonstration trial, lead to successful Series-B funding for the company. As part of the team, The Engineer also provided design input for the patented wireless cardiac pulse generator ASICs. Other successful efforts included: coding and unit testing of low-level control and communication link to the ultrasonic transmit beam forming ASICs used in the implant; coding Zarlink ZL70101 and later ZL70102 MICS band (402 - 405 MHz) radio communication modules; providing system design input for the Implant Programmer; designing numerous digital and analog fixtures to test various phases of Implant (pulse generator) and Programmer development; writing MatLab software unit tests for pulse generator and programmer RF communications; designing and running V&V testing on RF communications modules; and as a consultant involved in new implant version calibration software and testing using the Microsemi ZL70323 implant transceiver.
The Engineer designed data acquisition hardware and software for electrical pacing and physiological monitoring of the stomach.
Data collection and timing operations were managed by self contained electronics in the control module which interfaced to wired
electrodes attached directly to the inside of an animal trial test porcine stomach. The Engineer was software architect and coder for this project, which had two
major components: data collection-telemetry using a PIC18F252 controlling the r.f. module; and a user GUI. Data collection and
stomach pace timing were under direct autonomous control of the PIC processor programmed in C and assembly language.
The Engineer wrote interface software in Visual Basic allowing research physician to control pacing parameters.
Integral timers in conjunction with user selected pulse width, burst period, pacing current, and measurement cursors
allowed successful enteric system "entrainment" monitored as a slow wave on the user display.
Hardware and software also accommodated strain gauge, temperature, and pressure readings that were multiplexed
with pacing and stomach slow wave monitoring channels. All data was time stamped and recorded on hard disk of
remote programmer for later analysis. Designs of digital CPLD hardware and analog interface circuits, as well as
intensive FDA related documentation were also completed by The Engineer as part of the project. This pioneering work
was intended to lead to eventual design of a fully Embedded Pacemaker for the human stomach to treat the threatening world-wide obesity epidemic.
Prototype Body Monitoring "Smart Suit"A Vital Body Condition and Situation Monitoring System (demonstration unit) was developed by The Engineer and presented by Dr. Professor Hodzic to a group of European Safety officials at a meeting in Sarajevo. Interested parties represented Health Care, Public Safety, and Mining sectors, all of them being concerned with the physical well being of first line responders, defenders, and workers exposed to industrial or other hazards.
The system was sewen into a tactical-style vest (as one implementation example) providing a GPS position map with coordinate data, current time readout, subject's heart rate, body temperature, and a long-wave thermal video camera providing a forward-looking image. Additional respiration and activity sensor inputs have been provisioned for later integration. Current data and imaging may be viewed by monitoring personnel using a standard browser connected to the system's static IP address. The system is WiFi connected to a local network which can be extended to enable secure connection to the internet with incorporation of additional firmware. Firmware programming in Python and C++ was used to build the system, which runs on a Raspberry Pi 3 platform using the latest Rasbian version OS. The Monitoring System automatically runs at power up, and uses a portable lithium polymer battery intended to last several hours under continuous use.
The details of this project have recently been published by The Institution of Engineering and Technology, London, United Kingdom, 2020. See Chapter 1, "Sensor-enabled smart suit electronic IoT design platform with emergency services application" by Migdat Hodzic1, James M. Brennan2 and Enis Dzanic3.
Use "Download" link to review Chapter 1 of book online:Chapter 1 of Wireless Medical Sensor Networks for IoT-Based EHealth | Fadi Al-Turjman
Medical Ultrasound Zone Imaging Device
The Engineer was involved in the original research and development for new Zone-based ultrasound imaging technology using the Texas Instruments TMS320C6203.
Work by The Engineer included DSP programming in C and linear assembly language to conduct data acquisition, I-Q dataset formatting,
and ultrasound array beamforming. Early prototype efforts by The Engineer resulted in a direct ultrasound image reconstruction
-- including scan conversion -- of the displayed image composed of a series of Zones.
Computational complexity and speed requirements for this application were enormously demanding, and took full advantage of the
parallel processing architecture of the TI TMS320C6203 operating at nearly its full 2400 MIPS rating to accomplish the required
Phased Array Beamforming. The Engineer later lead DSP group coding efforts to implement advanced beamforming,
software scan conversion, and Color Flow imaging functions. This
new technological approach grew out of US Patents # 6,251,073 and
#6,569,102 co-invented by The Engineer.
40 MHz Ultrasound Imaging Guide Wire
The Engineer designed the display and processing software used by this device intended to provided a method for the physician to visually cross coronary occlusions within the lumen. Initial display wide angle test pattern (shown left) and final product display screen format (shown right) are depicted in these image slides. The final product display contained a frozen saved image in the left panel for comparison to the real time image in the right panel. This PC based system had a full complement of user adjusted controls including front-end Gain, image Slope, and Contrast. Several catheter wire profiles were accepted that allowed adjustment of defaults based on specific guide-wire configuration. All programming was done by The Engineer in C and assembly language to operate on a PC-based platform. The objective of this system was to allow a guide wire tip to present a forward-looking ultrasound "view" of coronary artery occlusion, and of the open lumen beyond. This allowed the physician to carefully navigate the guide wire sized probe tip through the occluding tissue with hand movements, thus opening the blocked coronary artery sufficiently to allow larger catheter entry for more advanced therapy. The unit underwent animal trials at a controlled facility, after which all technology was purchased by a prominent medical catheter company.
Ultrasound Cardiac Catheter A-Mode ranging software and hardware
The engineer designed some of the hardware and most of the software for this laser fiber-optic TMR application. The main program written by The Engineer provided measurement of the laser fiber penetration depth (in millimeters) into myocardial wall of the heart. Several parameters were tracked in real-time: a) surface of myocardial wall and catheter contact point; b) actual depth of laser fiber tip (using a reflective collar) into myocardium; and c) outer myocardial wall depth (needed to prevent perforation). Range indication was derived using ultrasound A-Mode data acquisition and processing. Filtering and peak detection algorithms were employed to compute depth between laser fiber tip (using ultrasound reflective collar) and outer wall of the heart to prevent penetration. System tracked distance between laser fiber tip and outer wall in real-time, thus alerting user and shutting off laser when distance became less than desired adjustable threshold. The Engineer designed all software in C language, as well as accompanying digital hardware interface. All software was done under FDA software development protocol requirements, and documented accordingly. The Engineer also built, debugged, and tested five complete prototype units, then helped transfer them to customer for clinical trials to be held in Europe.
M-Mode Ultrasound Imaging Software
The Engineer wrote ultrasound data acquisition software in C and assembly language for operation on a PC platform. Project work involved use of a very high speed Gage data acquisition board to provide M-Mode buffers for the digitized ultrasound. Special high speed image display software, written by another consultant, was then integrated into system to provide real-time M-Mode style display. The purpose of this system was to measure the depth of cut in uterine tissue during a resection procedure. The Engineer also provided digital designs for interface to ultrasound control electronics. Prototype system was delivered on time to customer under a very tight schedule.
Cardiovascular Imaging Software
The Engineer was responsible for five update releases of 68000-based real-time operating system software for a cardiac catheter IVUS medical ultrasound imaging system. This system used a mechanically rotating mirror to project the ultrasound radially making the image. A persistent operatonal problem associated with freezing the real time image was solved by The Engineer. This problem stemmed from the fact that each image frame had slightly different specular effects due to the system ultrasound characteristics, which made the individual frames grainy in appearance. When in real time operation the image was integrated by hardware over several frames prior to display. However, this integration was not present when an instantenous image was frozen. This problem was fixed by modifying the software to use a recursive filter on frames stored in memory to duplicate that of the real time hardware. Other projects were modifying the scan converter to allow for linear vs circular imaging to accommodate linear pull-back during athrectomy.
Ultrasound Spectrum Analyzer
A high speed (40MHz) high bit density (16-bit) ultrasound data acquisition hardware and processing software system was designed by The Engineer for a proprietory application. This early prototype provided a platform for collection of ultrasonic data used for further development of a sophistocated detection algorithm that monitored for the presence of cavitation bubbles in cleaning and sterilization baths. This work later led to the development of a fully self contained instrument to which the Engineer contributed hardware and software designs.
Prototype Ultrasonic-aided Drug Delivery System for Gene Therapy
The Engineer designed, configured the system hardware, and wrote software to control several National Instruments hardware boards that allowed for highly flexible selection of frequency, amplitude, burst width, and on/off times for this ultrasonic power delivery system. The software was designed and coded in Visual Basic and C language for interface to National Instruments NIDAC drivers to control the hardware. The display showed a graph for duration of applied insonification power vs. time. Ultimately the system reliably provided a control and data acquisition platform for several animal studies using this new ultrasound transducer based drug delivery technology.
Medical Ultrasound Doppler Movement Detector
This device was designed by The Engineer to detect applicator movement over the skin surface during therapeutic HIFU treatment (liposuction replacement). Prototype Doppler In-phase and Quadrature output provided a novel display mode which was plotted in polar coordinates to detect very small position movements to a fraction of a wavelength. System and circuits designed by The Engineer made use of an FPGA for burst and timing generation, switched linear PA amplifier, sensitive Doppler front-end with TGC ramp, quadrature demodulation including sample and hold circuits, and output display stages. This prototype system was used as a reference against which other movement technologies were later assessed.
High Intensity Focused Ultrasound
The Engineer developed all of the electronic hardware/software and interfaces to provide ultrasound based (HIFU) therapy and progressive treatment imaging for the emerging medical GI market. This prototype device, built by The Engineer for EndoVx, Inc., was able to alternately provide one sweep of B-Mode imaging, followed by a timed HIFU ablation period, giving the user a real-time assessment of treatment progress at 15 fps. Timing was controlled by a PIC18F253 processor and coded in C language. RF power (up to 143 Watts) and frequency were generated by internal hardware configured and designed by The Engineer. Animal studies indicated that the desired esophagus tissue affects were being delivered by this instrument and satisfied hardware and software performance goals set by company.
Medical Blood Assay Measurement Device
This wide dynamic range optical system designed by the Engineer used a CCD imaging element to measure the video contrast ratio found in an analyte specimen. A novel technique was used to display and analyze the optical reflective density with respect to reference background area approaching 72dB. The Engineer designed CCD hardware and provided interface, visual display, and analysis software. The underlying principle of this instrument was to measure the total amount of antibody present in an analyte specimen that used gold nanospheres bonded to reactive "anti-antibodies". The trace amount of gold nanospheres remaining after washing was then measured using the designed system and optics to produce a quantified result. Figure 4 graph clearly shows reflectivity decrease in curve (at arrow), indicating the concentration of gold nanospheres bonded to original analyte. Final system allowed user to adjust crosshairs over a region of interest to obtain a reflective quantification index that was related to the amount of antibody present in the sample. The overarching purpose of this instrument was for detection of antigens within the sample by measuring the level of antibodies present, and thus detecting the presence of an antigen.
Cardiac Catheter Positioning Device
This 68HC11E microprocessor-based medical device firmware accurately tracked and helped position a cardiac catheter tip during an r.f. ablation procedure. Software-controlled a.c. stimulus signal probe tip was applied to 64 channels of basket catheter electrodes positioned within the cardiac chamber. Diagnostic catheter (not shown in diagram) provided variable impedance path between any two adjacent electrodes, thereby marking its location. LED display on one of 8 splines would then illuminate when impedance threshold was crossed, thus marking ablation catheter tip within the chamber. All software work was done in C and Assembly language for 68HC11 platform. The Engineer worked to modify, correct, and add several new algorithms to the existing software operating system. A much needed watch dog timer was added to the software as well as several safety mechanisms to monitor the weak a.c. stimulus signal used to detect ablation catheter position. The Engineer also added to, and finalized, the required FDA software documents for the product prior to delivery to customer.
Transcranial and Vascular Doppler Spectrum Analyzer
Many years ago, a first generation Doppler Spectrum Analyzer was designed by The Engineer, and a consultant, in the unprecedented time frame of five months from start to initial prototype operational demonstration. This marathon design session was later analyzed by engineering management with a conclusion that the secret to successful break-through projects is to put two engineers in a room, give them whatever they need to succeed, and leave them alone. It was also stated that the right engineers were required for this to be a successful campaign, especially against existing competition who had already announced a similar, albeit less featured product. The SP25 went on to be the most successful product of the company ever, with subsequent models including color spectral presentation. The company also benefited greatly from this product being sold on an O.E.M. basis to many major medical ultrasound imaging companies. This same spectrum analysis engine was later integrated by The Engineer into a Transcranial Doppler product, which was used to visualize blood flow within the circle of Willis in the brain.
Magneto Optic Imaging
A first-ever Magneto-Optic Imaging system was designed and built
by The Engineer for a physist inventor (Gerald Fitzpatrick) to exploit an interesting and obscure scientific
phenomenon. The specific phenomenon took advantage of a thin film of bismuth-doped iron garnet having magnetic anisotropy as well as a high degree of
Faraday rotation. This allowed the bismuth-doped iron garnet to sense magnetic fields, and transfer its domain information by way
of polarized light to be visualized. Fitzpatrick needed a system that would produce an extremely high current sheet that switched
at 10KHz to 50KHz as a stimulus for producing uniform magnetic currents under the garnet disk. The garnet disk would in turn be illuminated by polorized light with a video
camera focused on it. The overarching purpose of this system was to detect magnetically induced eddy currents that were generated by discontinuous
cracks in the aluminum skin of aircraft wing and body parts.
The Engineer designed the first prototype electronics and gate-array firmware, then built and delivered five working devices in production quality chassis. These prototype units were evaluated and put into effective use by several aircraft companies. The device was subsequently featured on a Japanese television documentary which praised it as a major discovery to help combat hidden corrosion in aging aircraft throughout the world.
Wireless Networking Patent
A novel wireless digital communication network comprised of a central control unit and multiple remote terminal units with multiple access was envisioned, and then built with help from The Engineer. Various system blocks including RF circuitry, digital control, and software were implemented (with The Engineer contributing in all areas at this three man starup) and then tested in the lab and at a remote location to prove feasability. One of the novel aspects of this system was its scheduling method, which managed and optimized throughput using a novel reservation method. US Patent #6097707 was issued to The Engineer as co-inventer of this system.
Not only did the radio hardware support the patented TDMA and scheduling method, but it transmitted on an ISM band utilizing BPSK with an 11-bit Direct Sequence Spread Spectrum Technique. It should be noted that Direct Sequence Spread Spectrum is more difficult to code and decode over the much greater used frequency hopping techniques employed in modern equipment. The Engineer was also instrumental in successfully completing FCC testing which required additional hardware tweaking to achieve the required 10.4dB processing gain for the system.
Wi-Fi Connected Tablets
The Engineer was instrumental in making major hardware design changes to a Wi-Fi connected tablet used in the hospital environment, which allowed physician access to patient records over a secure wireless thin client LAN. This product had also found use in commercial, industrial, O.E.M, and government settings with thousands of units purchased. The original Strong Arm SA1110 based system was re-designed by The Engineer, and other consultants, to use a low power Geode LX 800 processor. The design embodied all original product functions and included built-in 802.11g wireless LAN thin client capability and 12 inch TFT display. After significant design efforts, The Engineer successfully undertook new board "bring-up", solving problems associated with the new design including: boot configuration; flash and DDR memory; TFT LCD display and touch screen; USB interface; Audio hardware; Lithium battery charging issues; and EMI suppression requiring switching power supply modifications. Additional efforts included working with off-shore suppliers to customize other special purpose tablets targeted for industrial, gaming, and defense industries.
After being commissioned by a university professor who was conducting research at a prominant European institution, The Engineer engaged into a scientific investigation on thermographic imaging for medical and other industrial purposes. A specialized Long Wave Infra Red (LWIR) camera and imaging system was designed and built for the purpose of evaluating its sensitivity to human thermal emissions related to tumor growth, and elevated body temperatures caused by various health related conditions. When calibrated, a sensitive LWIR camera has a 0.6 degree C resolution at 37 degrees C (normal adult human body temperature), and is within a linear response range for such measurements. During the investigation it was determind that even a slight body temperature differential, such as that found between a peripheral blood vessel and its surrounding tissues, may be differentiated by the imaging system that had been built. Based upon this, it was also determined that the system would be useful in detecting the relative health of an individual, aside from the more focused condition of differentiating sections of vasculature. It should be noted (in the included image) how temperature differences between the wrist, palm, and digits can be marked by a represented false color gradient. Following successful demonstration of the device, it was concluded that more investigation and research was warranted on this leading edge technology to identify other medical and industrial applications.
Secure Area Access and Direction
A safe and secure method was needed to monitor and provide crowd control and personal access with routing direction in a very large complex. The Engineer was commissioned to develop a demonstration system that met initial specifications with this primary objective of crowd safety and security. The finished single station demonstration system uses an RFID reader to query small identification wristband tags assigned to and worn by the attendees. Individuals wearing identification tags outside of the complex are detected and marked with a "Has not checked in" status. When they pass by the entrance station they are marked as "Checked in" and provided instructions to their next directed destination. The system is designed so that multiple stations, each with short-range and long-range antennas throughout the complex, identify the users and provide information to them along the way as well as tracking them in route to an expected destination. A database keeps a record of the users and their location, which is accessable to security personnel. The Engineer designed hardware configuration and software for this currently operational demonstration system (ultimately expanding to hundreds of stations), with each station comprised of a microcomputer board directly controlling an Impinj Indy R2000-based RFID reader. Custom software control was written in Python for a linux SBC and uses two completely separate applications running concurrently with a proprietory communications link to keep them synchronized. One application is the main RFID reader controller, which captures user IDs as they pass by long-range antennas. The other application is a Flask socket-IO web server, which not only provides the user interface and local feedback to a user ID, but also allows remote web clients in a control room access to a specific station's status and ID's captured. The local system is also connected to an external database server providing information about all stations to keep track of all user ID's and their locations. The image at right shows example user name and next destination within the complex.
Some Other Projects
© Copyright 2023, Cybertronic Engineering - Cybertro.com. Theme by ThemeWagon