A pneumatic accelerator for screws - 3d printed automation

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Christopher Helmke

Christopher Helmke

Күн бұрын

This is the beginning of a video series about multiple automation machines. It is called "the modular production system"
We start with modules that I build using 3d printing to count and package screws.
In each video we will go through the development.
00:00 Start
00:12 Intro
00:53 the problem
02:04 prototype & TESTING 1
03:13 complexity shifting
04:24 combined concept
04:46 BUILD Timelapse
05:40 thoughts

Пікірлер: 323
@ssaasszza
@ssaasszza Жыл бұрын
I would love to hear more about complexity shifting theory 😊
@AgneyaKulkarni
@AgneyaKulkarni Жыл бұрын
same i think it would be a very interesting video
@nickeverett
@nickeverett Жыл бұрын
me too
@nikolaykamerrer7659
@nikolaykamerrer7659 Жыл бұрын
Me too!
@shawnalfaro6943
@shawnalfaro6943 Жыл бұрын
yup gimme more of that! the way he described it, reminded me of programming. variables, functions and nesting all apply
@cookiemonsta1406
@cookiemonsta1406 Жыл бұрын
Me too 😊
@jacobkudrowich
@jacobkudrowich Жыл бұрын
More videos on whatever ! I could listen to you explain these systems and your design philosophy all day long. I just found your channel and cannot wait to binge watch everything.
@IainMace
@IainMace Жыл бұрын
Agree 💯
@jannsander
@jannsander Жыл бұрын
I totally agree with you idea of complexity in 3d printed parts. The technology of additive manufacturing makes the realisation of complex / feature rich geometry easy and we should utilize that in our designs. On the other hand big or many printed parts make this manufacturing process more complex (time consuming / costly) itself thus reducing number and size of these parts while / by maintaining a high "complexity density" is the best utilisation of this technology I think. Using of the shelf parts for the rest of the assembly's is just reasonable.
@newolku
@newolku Жыл бұрын
Complex*
@Frrk
@Frrk Жыл бұрын
Also, wear/durability of the parts could be considered, depending on the application. If a part fulfills a lot of functions and one function fails, you would have to replace the whole thing. It might be worth it to produce a seperate part that can be easily replaced, or make it out of a more durable material.
@jannsander
@jannsander Жыл бұрын
@@Frrk Yeah, this is of cause true, but only to some degree I think. If I have a system and would design it such that every (printed) part has only one functionality to it, I'd have to disassemble more of said system to replace different parts. If the complexity lies only within some parts (that thus have multiple functions) and some functionalities fail, I would have to replace and disassemble less of the overall system. Especially if these few spats are easily accessable. And the production of feature-rich parts is with 3D printing probably as easy as it gets. So, as always, it depends on the case of cause, but my point is that even when thinking about failing parts, grouped functionalities might not always be a bad thing.
@AlanGonzalez-om4rr
@AlanGonzalez-om4rr Жыл бұрын
​@@jannsander This also has a cost factor attached to it. I see it a lot on cars, one part does 5 things, and when it breaks it costs an arm and a leg. It should be a balance between the two.
@jannsander
@jannsander Жыл бұрын
@@AlanGonzalez-om4rr That is absolutely true for cars and airplanes and other insanely expensive stuff, but for 3D printed parts I think there isn't so much of a problem there - of cause referring to the restrictions above.
@DavidLindes
@DavidLindes Жыл бұрын
4:11 - just giving the concept a name, "complexity shifting", already gives my brain something to latch onto as a way to think about ways to solve problems. I love it. Is it a phrase you've heard elsewhere, or entirely your own invention? Either way, I'd be interested in hearing more of your thoughts about it! And I expect I'll be pondering it either way. Indeed, I think I already have been in ways, without having a name for what I was doing, and thus thinking about it a little differently, but I think the thoughts were in that realm in a way.
@johgude5045
@johgude5045 Жыл бұрын
I think you use this complexity shifting all the time when you design assemblies that use standardized parts like screw, zip-ties etc . The part that holds everything together and that is regularly produced on the mill contains all the specialties necessary to combine functions to work together in the designated way.
@enso-
@enso- Жыл бұрын
Love the CAD section view overlay when you explain the functions! Also would love to hear more about complexity shifting
@CBMalloch
@CBMalloch Жыл бұрын
Complexity shifting -- YES, please! I'm a lifelong engineer (software, systems, manufacturing) and now retired, helping EE and CE seniors with their capstone Senior Design Projects. The concept of complexity shifting is hugely important in optimization, but it is generally done intuitively, and mostly unconsciously. I'd love to see someone (you?) formalize and expand on this concept. Thank you for making me aware of it -- it's a revelation.
@geekoid183
@geekoid183 Жыл бұрын
Complexity shifting seems like a good topic, keep it up !
@AtomikBanane
@AtomikBanane Жыл бұрын
Complexity shifting is a great concept, that any experienced 3D printing designer knows in a blurry way. You named it and gave it a brief definition. I'd love to hear you about this.
@marsgizmo
@marsgizmo Жыл бұрын
love seeing the progress on this, great implementation! 👏
@zwurltech9047
@zwurltech9047 Жыл бұрын
Yeah, super interessante Gedanken, die Du da entwickelst und in die Tat umsetzt, tolles Niveau, danke für's Teilen!
@Mysda_
@Mysda_ Жыл бұрын
I wasn't expecting to be this hyped about this series when I subscribed but I am hooked.
@johnmiddleditch3656
@johnmiddleditch3656 Жыл бұрын
Thank you Christopher, I'm loving this. More please. I dream of auto feeding small parts onto small machines.
@tinkrmind
@tinkrmind Жыл бұрын
Brilliant! I've been making and 3d printing for over a decade, yet in a few minutes my outlook in 3d printing for industry has changed completely!
@Ironwright
@Ironwright Жыл бұрын
I don't know if you know this, but you just reinvented the vacuum feeder. Pneumatic conveyors are pretty common in injection molding facilities. It is great to see a young engineer at work. I wish I had the tools we have now when I started out. I also like you discussing "complexity shifting". I wish more engineers worked harder to improve the manufacturability of their designs. I see so many instances of thousands of dollars being wasted just because a guy at a cad station decided that's how a part has to be.
@Jakob127
@Jakob127 Жыл бұрын
Id be interested in a video about your take about complexity shifting.
@inoid724
@inoid724 Жыл бұрын
danke, deine ansätze finde ich großartig und vielen dank fürs teilen
@MeroTheOriginal
@MeroTheOriginal Жыл бұрын
Wunderbar gelöst. Es freut mich einem jungen Genie etwas auf die Finger schauen zu dürfen. Tolle Videos, weiter so!
@Coastal_Cruzer
@Coastal_Cruzer Жыл бұрын
Oh man nerf actually taught me a lot more than I thought. This is very similar to RSCB and Inline systems used in hobby blasters since the 00's
@colepepper0796
@colepepper0796 Жыл бұрын
I have worked on similar pneumatic hardware feeder systems in the past. They were able to reliably feed through over 10 meters of tubing. They used a small tube mounted though-beam sensor that detected when the screw dropped into the feed tube and used that to trigger the air blast. Worked very well. They also utilized a 1 into 4 mechanism where one bowl feeder was able to feed into four separate output tubes that were selectible via pneumatically actuated gates. Additionally it used a profile image sensor to verify correct hardware length and diameter at the bowl output chute before releasing into the pneumatic feeder stage.
@PhG1961
@PhG1961 Жыл бұрын
Waw, what an amazing channel you have! Really cool and excellent work!
@erikjvanderveen
@erikjvanderveen Жыл бұрын
I think you are absolutely on to something with this "complexity shifting", maybe also in relation to the "failure probability when combining things" you are talking about later in your video. Startet following you. I think you have a very clean and scientific approach that I like.
@nathanb62
@nathanb62 Жыл бұрын
I am interested in anything you are doing. Keep making this quality content!!! The quality of your machines is easy to see. Most people who haven't 3d printed will not understand how many iterations it takes to make a system that functions as well as yours does. A true masterpiece!
@BlakeWolf-jd2ox
@BlakeWolf-jd2ox Жыл бұрын
I would love to hear more about complexity shifting! I love your videos and the way you approach engineering and design.
@letsflipp
@letsflipp Жыл бұрын
great work, i like the complexity shifting theory, and the idea of using the power of 3d printing to make functionally dense modules. Weiter so!
@3DPI67
@3DPI67 Жыл бұрын
its the first 3D Printed Particle Accelerator!
@IncLoKi
@IncLoKi Жыл бұрын
Industrial automated screw feeders that feed auto screw drivers usually have a 24v DC extended field proximity sensor to count the screws passing through the tube and trigger the valve, ensuring only one screw travels per cycle and the system does not get blocked up with hundreds of screws
@Convolutedtubules
@Convolutedtubules Жыл бұрын
It's late and I really should be sleeping. Instead, I am now following your journey of design and automation.
@stevieklaer9347
@stevieklaer9347 Жыл бұрын
You got recommended to me by the almighty algorithm, and I’m hooked! I’d love to hear more about complexity shifting!
@maxwill1
@maxwill1 Жыл бұрын
That is some really cool content! Thanks for sharing, it is great to watch your videos. Keep it up!
@ayylmao.mp3
@ayylmao.mp3 Жыл бұрын
Wow what a fun project and I love that the sorting machine fits into that storage box and stacks nicely. Amazing designs.
@DawidKellerman
@DawidKellerman Жыл бұрын
I agree with you on shifting complexity!
@ryanshea5221
@ryanshea5221 Жыл бұрын
You're an absolutely brilliant engineer
@shivambhatt6686
@shivambhatt6686 Жыл бұрын
I just finished my last year of engineering and I can tell you that the idea of complexity shifting was very important in making our capstone project work.
@user-oc5gi1su9k
@user-oc5gi1su9k Жыл бұрын
I love the concept of shifting complexity, most of my life I've been into repairing stuff, not so much creating it, and have noticed this in almost all products, be it computer mice, kitchen blender, or even a car. I also personally have been taught that principle, although without calling it specifically what the author of the video does, in my production automation degree classes. Most of the time, I believe, it's caused by some kind of limitation in manufacturing (mostly money), but giving it a name is still very powerful for analyzing new designs.
@Saleenmaster1
@Saleenmaster1 Жыл бұрын
I like how calm your videos are, its a nice change of pace.
@antoniocross5956
@antoniocross5956 Жыл бұрын
Yes, please do a vid about complexity shifting! :D Awesome work! :)
@juanca1991
@juanca1991 Жыл бұрын
Great content I love this kind of going down the rabbit hole videos. Thank you for sharing your creator mindset with us!
@amateurcarolina
@amateurcarolina Жыл бұрын
really like how your designing manufacturing processes around 3d-printing, look forward to future videos
@ArneSaknussemm1
@ArneSaknussemm1 Жыл бұрын
The topic of complexity shifting should be a class in itself in within design theory.more please!
@ivprojects8143
@ivprojects8143 Жыл бұрын
Very cool. I'd love to hear more of your thoughts about complexity shifting. It sounds very interesting.
@First.Last.99
@First.Last.99 Жыл бұрын
you are good creator, I was amazed by this. Thank you for showing us a glimpse of your creation
@MCasterAnd
@MCasterAnd Жыл бұрын
I love this channel. Keep it up!
@OminousPinapple
@OminousPinapple Жыл бұрын
I love that someone with a large following is saying this about 3D printing and complexity. Too many times on youtube I see some maker get a 3DPrinter, then start printing simple round obects, large flat plates, etc.
@BrennanLetkeman
@BrennanLetkeman Жыл бұрын
yeah, I would suspect that most people with 3D printers aren't really designers / skilled modelers. but even for those who are: we're coming out of an old school era of design tools being built around sheet metal bending + milling operations, so we're also still just now emerging at a CAD level to even draw up the complex geometry that printers can print
@hund4440
@hund4440 Жыл бұрын
The channel kames bruton os the worst offender when it comes to this
@OminousPinapple
@OminousPinapple Жыл бұрын
I worked in the 3D printing lab for my university for a bit and the amount of graduate and masters level engineering students requesting square-ish blocks with a few holes in it was astounding. Flat plates with holes.. when we had laser cutting lab
@jhondoe8857
@jhondoe8857 Жыл бұрын
AMAZING DESIGN! Keep the quality engineering coming!
@drfrev
@drfrev Жыл бұрын
Love the design! So many clever ideas. It might be a cool idea to make the re-orienter "slot into" the accelerator so that if you make re-orienters for different screws/parts you can just swap out the one part and all the hoses can be left where they are.
@ssundgaard
@ssundgaard Жыл бұрын
I would be very interested in hearing more on your ideas around complexity shifting!
@Jacksonhoch1
@Jacksonhoch1 Жыл бұрын
I am on a FIRST Robotics team, and I think the idea of complexity shifting could really help us out if we knew more about it, so a whole video would be great! I’m also interested in the counting system you show at the beginning of each video, and some of the design process of that would be great!
@Convolutedtubules
@Convolutedtubules Жыл бұрын
Check out the previous 3 videos in this series if you haven't already.
@Jacksonhoch1
@Jacksonhoch1 Жыл бұрын
@@Convolutedtubules I saw the other three, but I would like to know more about the thing he dumps the box of screws into that then orients them and gets them into the whole counting system
@tinkrmind
@tinkrmind Жыл бұрын
Definitely watching all of your other videos right away
@42468
@42468 Жыл бұрын
I agree with you on complexity shifting! I've thought about this stuff a lot but haven't been able to put it into words like you have. Moving complexity to manufacturing technologies which do well with complex geometry at low cost, like 3D printing, laser cutting, waterjetting, and then relying on simple off-the-shelf components like 2020 extrusions for the rest can result in a very cost-effective design that still meets the requirements on the design. Another area I've had success with is with moving complex wiring jobs onto PCBs. PCBs are cheap; $5 + 1 hour of soldering will in the end be a lot better than $0 of PCB + 10 hours of wiring. Good for robots and cars.
@retinapoliyn7462
@retinapoliyn7462 Жыл бұрын
Your explanations are really great, Please continue.
@AngeEinstein
@AngeEinstein Жыл бұрын
Very nice project, It's always a pleasure to find people that make such great stuff. You definitely should have more than 23k subscribers.
@_APOGEE
@_APOGEE Жыл бұрын
Another module that would be cool to see with this system would be a tube multiplexer. Perhaps using a stepper and linear motion connected to a sliding manifold to switch one screw output quickly between many tubes. Might be able to expand the capabilities of a single feeder/counter system to an array of end effectors, especially considering the rapid throughput would in many instances be able to accomodate a large array of end effectors if their fills/minute are as low as the current system for 3D printing. One system could easily support a very large farm at that rate.
@GuybrushThreepwoodNZ
@GuybrushThreepwoodNZ Жыл бұрын
Complexity shifting from your perspective would be fascinating to hear more about
@Genjure
@Genjure Жыл бұрын
We use this style of system to feed nuts, bolts, and studs to our robots at work. We run them out about 20 meters at .6bar with no real issues on leakage even though our feeder is not airtight. We have a sensor inside the effector tooling that sees when the product has arrived before shutting the solenoid valve.
@jubb1984
@jubb1984 Жыл бұрын
Ok this is one cool channel =D, very interesting 3d printing applications. Thanks for sharing, looking forward to the screwdriver application as well!
@vw9753
@vw9753 7 ай бұрын
I personlly would love a video highlighting your design process, as well as going more in depth on complexity shifting. I am just getting started at designing my own parts and assemblies and your videos are great for seeing the process behind how you iterate and create.
@AlexanderEresov
@AlexanderEresov Жыл бұрын
Yes please, go on about reducing complexity! Been thinking for too long along the same lines, want to hear your take
@ebrettner
@ebrettner Жыл бұрын
Loving the videos! Keep them coming!
@scruffy3121
@scruffy3121 Жыл бұрын
I have been loving this content. Very different and very interesting for anyone interested in engineering.
@Jonnosquiff
@Jonnosquiff Жыл бұрын
Great videos. Keep them coming!
@JasperEikmeier
@JasperEikmeier Жыл бұрын
Complexity shifting sounds very interesting!
@mechadense
@mechadense Жыл бұрын
4:11 - Yes! I find abstract high level engineering considerations super interesting. I'm working on my RepRec & ReChain projects (some info on these on the RepRap wiki and links from there). My problem space constraints led me to some quite unusual set of high level design constraints there.
@raif10
@raif10 11 ай бұрын
Yes, please cover complexity shifting in another video!
@pokiejackson3364
@pokiejackson3364 Жыл бұрын
Complexity shifting sounds fascinating.
@dalejones9150
@dalejones9150 Жыл бұрын
Very nice work sir. Complexity shifting is a great concept and I would love to hear more of your thoughts on it.
@SonicBlastGamingCSGOmore
@SonicBlastGamingCSGOmore Жыл бұрын
Cant wait to see all the different modular parts in the future
@BenKistner
@BenKistner Жыл бұрын
Great video! I love the work you put into this!
@doktorjohannessen2069
@doktorjohannessen2069 Жыл бұрын
yes please more about complexity shifting!
@Ivan.Wright
@Ivan.Wright Жыл бұрын
You're killing it man
@szymonkaszlikowski6157
@szymonkaszlikowski6157 Жыл бұрын
Waiting 4 more !!!
@IainMace
@IainMace Жыл бұрын
Fantastic video always.
@KumquatChampion
@KumquatChampion Жыл бұрын
Complexity shifting is a really good way of phrasing it
@informationowner9910
@informationowner9910 Жыл бұрын
i wait for every single video you make. so if it will be about complexity - no problem
@BrotherCreamy
@BrotherCreamy Жыл бұрын
I like your innovative approach to these problems, however I have a few engineering/production theories of my own that might inform you: 1. Avoid conveying where possible. Better to have a cache with a feeder for each machine, rather than a huge network of tubes. 2. Decentralise where possible. Rather than your factory be one big machine, try to create discrete “cells” that are fully self-contained. The only inputs to a cell should be electricity, air and containers of components, and the outputs should end up in containers also. Complexity shifting is a nice concept. Basically, fully exploit the manufacturing processes you have available (like cheap 3D printing or cheap PCB manufacturing), and take full advantage of the properties of materials and technologies you have (like the strength of aluminium/steel beams). This may be out of scope for you, but you would be amazed with the kind of things you can make with a (real) laser cutter and a sheet steel bender. Amazingly strong, amazingly cheap parts. One note about that 3DP and aluminium extrusion assembly you showed. I don’t know if this was a real part or you just created it to demonstrate your idea, but this design makes me uncomfortable. You have three incredibly strong pieces of extrusion connected to a super weak 3DP piece of plastic. Better to make the plastic chunky so that it has similar strength to the extrusion. Or use thinner extrusion. Also, better to have the weak plastic parts as small and as compact as possible. It should basically be a solid block with 3 facets cut out of it where the extrusion connects. Your design is mostly arbitrary, which you should try to avoid. There is such a thing as optimal or near-optimal design. You should have watertight rationale for every single geometric feature or decision that factors into your design. Other engineers should be hard pressed to find more optimal ways of achieving the same result.
@makernova8160
@makernova8160 Жыл бұрын
I vote for a complexity shifting video as well. I'm a programmer by day and I feel like the ideas would be useful for my line of work.
@connecticutaggie
@connecticutaggie Жыл бұрын
Cool design. I agree that when designing you need to keep a Systems Approach but this is very hard since Engineers are usually stronger/biased to certain solutions. I also believe that with rare exceptions (such as the Flat Blade Screwdriver and the Claw Hammer) complexity and capability run together - to be more capable, a tool has to be more complex - and as complexity increases, so do problems. To make things reliable, you need find the right balance of capability and complexity and only add complexity as needed. As Elon Musk has said, "the best part is no part".
@onimus93
@onimus93 Жыл бұрын
Likely already mentioned in the comments but you could easily add a limit switch within the accelerator assembly to trigger the air only once the part has passed the accelerator part. It could also easily be used as part of the counting mechanism too for confirmation.
@martinschroederglst
@martinschroederglst Жыл бұрын
... or a photoelectric switch
@nazariimoroz6216
@nazariimoroz6216 Жыл бұрын
For efficiency, you could add a small solenoid valve for the compressed air and a hall effect sensor right after the spot where the two channels meet, which would open the valve through a transistor each time a bolt passes it.
@jangrewe
@jangrewe Жыл бұрын
I had a similar idea for keeping the valve open until the bolt is at the end of the tube, so that the tube length does not matter - but i'd go with an optical sensor, as not all bolts are necessarily ferrous. ;-)
@nazariimoroz6216
@nazariimoroz6216 Жыл бұрын
@@jangrewe you’re right! Optical sensor is certainly a better idea for then you don’t have to worry about the type of material at all.
@diyfireking
@diyfireking Жыл бұрын
Great to see your post.
@feedbackzaloop
@feedbackzaloop Жыл бұрын
If you put the acellerator on the exit end of the tube, it must increase productivity (as the ejection works primarily on the vacuum), make the operation less dependant on tolerances between tube and screws, also will help automate the on-off timing, if you incorporate magnetic or optic sensor checking the screw passing by.
@ericlotze7724
@ericlotze7724 Жыл бұрын
I am unsure on the effectiveness of Vacuum alone vs pressure alone, but having lower pressure in front does reduce the drag. Granted I don’t know, this may make it go *too fast* and just shoot through whatever is at the end of the chute! Not making a “potato cannon” i guess.
@ericlotze7724
@ericlotze7724 Жыл бұрын
On the note of part counting i agree completely! Making a “Inline Part Counting Module” may be a good way of going about this. It would allow for easily placing it any without having to modify files, rapid iteration of sensing methods, and adaptability (can use optical if some parts aren’t magnetic etc)
@siyandagwavu4492
@siyandagwavu4492 Жыл бұрын
Nice, I think this will be my next favourite channel...👍
@duncan94019
@duncan94019 Жыл бұрын
I am really interested in your ideas about complexity shifting. Please say more. And I love seeing what you produce.
@beauregardslim1914
@beauregardslim1914 Жыл бұрын
Yes, a discussion of design theory would be very interesting. I'm more coming the other way, having taken up 3d printing and trying to do "all the things" with printed parts only to discover limitations.
@cleitonoliveira932
@cleitonoliveira932 Жыл бұрын
I think a lot about complexity. You really should make a video about your method. There's the thought experiment called Maxwell's Demon that seems to defy entropy by manipulating things, but in reality the complexity is transferred for the demon's mind in the form of processing the information needed to reduce the entropy outside its mind. So we make things simpler by making them messy in our heads until we find solutions.
@jonnyhifi
@jonnyhifi Жыл бұрын
I would love a video exploring your complexity shifting ideas, and the idea you touched on - your personal opinion as to what hierarchy to do this between different design modalities - electrical, mechanical etc . Do please ! I find theoretical abstractions like this really interesting to help guide my thoughts ..
@ericlotze7724
@ericlotze7724 Жыл бұрын
Something like this could perhaps be used for an “Upholstery Tack Gun” ! All the designs i have seen use a feed mechanism similar to this. An Open Source tack gun sure would be useful (and probably far more accessible). If I ever get into that this will be a really useful resource!
@ericlotze7724
@ericlotze7724 Жыл бұрын
1:15 Beat me to it! Although i *think* commercial “screw guns” are a bit more common (along with Nailguns), but i am 100% down for another project series on this!
@kitatit
@kitatit Жыл бұрын
Hi Christopher. This was a very interesting and inspiring video! New subscriber from Australia!✊
@davidbau7231
@davidbau7231 Жыл бұрын
Man I love your vids, keep it up 👍 I think you are passionate in what you are doing
@AndyRRR0791
@AndyRRR0791 Жыл бұрын
Nice work Christopher! If you want to save air, move the acutator valve as close as possible to your nozzle. The volume upstream of the nozzle that raises and lowers pressure each actuation is just wasted energy doing nothing useful.
@xxxanonymousexxx
@xxxanonymousexxx Жыл бұрын
Yes. More about complexity shifting (with lots of examples).
@KritchieXX
@KritchieXX Жыл бұрын
What a great first video introducing me to your channel, liked and subscribed! A dedicated complexity shifting video would be a great watch! I've never come across the term and sounds like something even just the principles of could be beneficial to know and understand.
@joell439
@joell439 Жыл бұрын
Fascinating…. This earned a subscription from me and I want to learn more. 👍😎👍
@MakersAcres
@MakersAcres Жыл бұрын
I don’t have any real reason to have one of these machines, but I still want one. I understand your theory and I often make the most complex thing to avoid having to do a lot to the simple parts (drilling/milling).
@byGDur
@byGDur Жыл бұрын
Very cool and impressive 👍
@mosesmanaka8109
@mosesmanaka8109 Жыл бұрын
Good video, well spoken and presented, well done 👊👍🙂 The basic principle in manufacturing is: If some components break, how fast can l fix or replace the part which is the reason why Toyota took over the market from Landrover in Australia and Africa.
@S7udio1381
@S7udio1381 Жыл бұрын
Genius. Great videos. Thanks.
@dwang085
@dwang085 Жыл бұрын
This is awesome
@khalilbenromdhane6309
@khalilbenromdhane6309 Жыл бұрын
Genius with big ideas keep it up❤
@dorianmccarthy7602
@dorianmccarthy7602 Жыл бұрын
Id love to see more on complexity shifting.
@nandino
@nandino Жыл бұрын
Please continue posting this videos !
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