ME PhD candidate, manufacturing, ML, robotics 🇻🇦🇺🇸

Storrs, CT
Just published my first review paper on cooperative robotic additive manufacturing, main focus was trying to capture the most recent developments in toolpath planning, motion planning, sensing and digital twins
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Anyone who posts about CAD software should be required to show their most complex assembly which has been successfully built
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The masculine urge to start a 1 man fully automated US manufacturing company
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It must feel so good to cut chips on a No. 5 Cincinnati mill
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A critical engineering skill is being able to communicate designs using hand gestures, whistles, nearby objects, etc
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Is it too much to ask for a $700k 13,000sqft mill from 1900 for a manufacturing startup?
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Replying to @isaiah_p_taylor
I was gifted the game, played it one day for 6 hours straight and never touched it again, its too potent
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This guy is getting very close to sub 1 minute benchy with a very interesting hotend design There should really be a better quality metric which people optimize for, a really good 3 minute benchy would be much more useful
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Replying to @zanehengsperger
A US version of this would go hard
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I think I might be cooking rn
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We desperately need more US manufacturing propaganda
India's Jindal Steel is on to something...
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Manufacturing is 80% procedural and 20% propositional - most of it is learning by watching and doing. A 2 week training can't replace the knowledge gained from operating a machine for 20 years, especially when mistakes are costly
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My submission for this is a stock loader for a race grinder, operator loads a stack of outer races which are fed to an air chuck, ground and released. I was responsible for the pneumatics, vertical loading system and the parameterized chutes for ~20 bearing sizes
Anyone who posts about CAD software should be required to show their most complex assembly which has been successfully built
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#1 indicator of an elite manufacturer is a website that looks like this
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I hope I'm dropping bangers like this when I'm 80
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Replying to @YukonK9
Stating its your brand when its on aliexpress is crazy
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I think my post PhD plans have been finalized
one of the best times in the history of humanity to start a manufacturing company is likely right now
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The benchmark for text-to-CAD software should be speed CAD competitions
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Replying to @songofstella
Most STEM people I know use X, non-STEM use tiktok
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It is very easy to see who has made physical objects in the real world vs digital based on how they post
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Replying to @KennethCassel
lol I should probably finish my PhD first but maybe in ~2 years
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The golden age of American manufacturing has begun
game. set. match. REINDUSTRIALIZE.
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Replying to @blhack
Very true, I have not seen anything to convince me that your points have not been addressed. It will lower the bar for simple designs but not more complex
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Recent met with someone who graduated 1 yr ahead of me at the tech HS I attended to who in the past year started a 2 man machine shop with <100k, no initial jobs (as promises had fell through) and is now making 10s of thousands a month w/ a fully tooled shop and a 2nd 5 axis coming in this month at 24 years old. This is the type of founder the US needs to reindustrialize
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Replying to @Xaraphim

ALT Dinosaurs Drop GIF

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Replying to @zeitviator
My submission for this is a stock loader for a race grinder, operator loads a stack of outer races which are fed to an air chuck, ground and released. I was responsible for the pneumatics, vertical loading system and the parameterized chutes for ~20 bearing sizes
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Replying to @hybridrecirc
Mill supremacy
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Why don't we have a factorio style game based on real manufacturing processes, real prices, logistics etc so we can get the masses addicted to industrialization
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Replying to @jk__0__jk
More than most could say!
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There is always a cost. Do we want to pay the price now while we rebuild our manufacturing base or in 5 years when China comes knocking?
tariffs will cost the average person an additional $835 a year while we rebuild american manufacturing. could be easily offset with zero federal income tax too
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Being able to shoot the shit with incomprehensible geezers is a critical negation skill, guy said I could buy the truck for 1k less bc I withstood his 20min rant
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Replying to @zetalyrae
Fix your sleep schedule so you naturally wake up early enough
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A fellow tech HS grad turned <100k into a profitable (10s of thousands MRR) machine shop in 1.5yrs at 24. A thread on starting a manuf. business from scratch.
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Replying to @GreeneElizabeth
Yup its in CT and practically speaking it would make more sense to get a newer building for the same cost, the idea of renovating an old mill is just too good though
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Replying to @chris_j_paxton
Even with gloves the capability of your nervous system and your hands far exceeds that of current hardware. Give that gripper to someone who has had a stroke, has MS or other serious nervous system or hand injuries and see how well they can do basic tasks
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Replying to @codyaims
Most people's CAD experience does not go any further than scaling STLs in slicers
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Mechanical engineer python code which is developed just to work is some of the most painful code to debug (it is my code from undergrad)
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Replying to @oldbooksguy
Masks a lack of taste which many people can’t cultivate
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Imaging doing farmer's carries with two of these bad boys
The soft nylon carrying bag for a W54 nuclear warhead with a yield varied from 0.1 to 1 kiloton.
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This could be possible in the US if regulation didn't make new buildings so expensive. It's apparently unreasonable to ask for a concrete slab and metal building
In Taipei you can walk down a street with a drawing and find a shop that’ll make your part in 30 mins
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Blueprint automation is incredibly dependent on the ability to reason about tolerances and GD&T. I do not trust LLMs to make any design choices about a single part, let alone a full assembly
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The last place I interned at had half a warehouse filled with old half broken machines, always wished I asked to take one home
"lets just buy the old shops and make them better" the old shops:
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Submitting a YC application to see the smallest repeatability I can achieve on a facebook marketplace mini excavator
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Replying to @yacineMTB
Incredible bait which hints at the major discrepancy between working digitally vs physically
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Another great step towards reindustrialization, very excited to see where this goes
I am excited to announce Durin! Durin is my plan to solve the biggest challenges in mining, discovering mineral deposits necessary for national security and clean energy in record time and cost efficiency.
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Big news for PhD engineering students
Human hair greying is reversible. 🧵1/12
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Replying to @griffraff97
Looking crispy
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Replying to @JulianFried
Someone should make a browser extension for that
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If you're a guy in your early 20s, buy a robot arm Go into debt if you have to
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Replying to @Nexuist
Having children
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Replying to @83dollaroring
It is very easy to tell who on here works in the physical realm vs the digital
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Gifting factorio space age to all my competitors
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Very tempted to take the “Raising alpacas 101” course offered by a nearby farm
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This is massively different than the attitudes of how old school American companies treat their workers. When a cell is inefficient the question is usually how can we improve or replace the system, not the person.
They tried to delete it but this anon saved it…
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Replying to @Stellaraan @blhack
I want to see speed CAD competitions vs text-to-CAD software
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This is not a dig at CS people, I think that how you learn to solve problems with code is different than physical problems
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Replying to @aphysicist
LLM wrappers raising billions while we pass up on offers like these, shameful
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I can't wait for tariff season and US reindustrialization
This has been going around, let me explain as a manufacturing guy what you are seeing: Economic 5th Generation Warfare That is 100% what this is. The CCP subsidizes every aspect of these operations with the express intent of destroying America’s prototype and production infrastructure. If you are a US startup- why would you boot up a model shop or use your local machine shop when you can just send all your IP to China and get parts back in a week for 1/10th the cost? If the US Government would: - Let me buy CNC equipment for 1/4th the price - Give me a building - Sell me raw material for 25% the global commodity price - Subsidize my workforce - Offer zero repercussions for pirating the most advanced Western CAD/CAM/FAE tools - Have zero environment, safety, employment regulations - Offer me a postal service that did FedEx international shipping for 5% the FedEx cost Give me all of that and you bet your ass I can build you tiny bullshit turbines for $0.75. Sounds like a nice hour long programming/setup project! Do not be fooled by any of this- this is not Chinese engineers (who are *very* good!) competing against us- this is the Chinese government looking to put a significant percentage of America’s manufacturing base into the ground.
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I can see the $4k used price, but I also don’t see anything particularly special about what they’re doing. If you know PCB design and how to cut down on machining costs, I would imagine you could be very competitive especially with OnRobot being a Danish company which will be probably be impacted by tariffs. Their big selling point is ease of use so if you match that with 10-20% lower cost thats probably a win
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Its insane to me how I have to constantly convince people that technology is good, like would you rather something take 1000 hours or 1? Its really that simple
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Some PhDs are, some let you work on cool projects with other cool people you would have difficulty doing otherwise
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I am well aware, I made this in undergrad. The challenge is getting something to work as simply and cheaply as possible. A spindle has few parts but is incredibly challenging and expensive to manufacture. I hope your product succeeds. I am concerned about the challenges of design and how little people mention GD&T
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First book this year, searching for historical accounts of manufacturing excellence in CT
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Based on what you know about me, draw a picture of what you think my current life looks like
Based on what you know about me, draw a picture of what you think my current life looks like
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Replying to @zetalyrae
When I rowed and had 5am practices I had to take a 45min nap before classes to remain conscious. Might be hard to schedule but could be worth trying
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Replying to @nestorlopez333
The US flag makes this a peak design
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I have officially finished my last finals week ever, now the real grind has begun
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I have yet to see any good robotics solution to bricklaying that looks pretty and is accessible. We should be investing in making cheaper high quality homes not concrete slop boxes
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Replying to @connorkapoor
People coming from software don’t understand that the key is to make a useful tool, not just market it well. Theres a video of Steve Jobs talking about the software being customer focused instead of being marketed, which to me seems obvious. Manufacturing success is 99% product quality and utility and 1% marketing most of the time; its really almost all connections to trust that you will deliver what you promise
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Nonplanar printing achieved but quality leaves much to be desired
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When we have a base on the moon in 4 years how are we going to machine parts? Is it really feasible to ship mills to the moon?
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I have been admitted to the John Cena club
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I need to buy plating lines so I can fully automate electroplating, theres no reason to be loading, dipping and unloading manually
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Replying to @Xaraphim
Which vendor? Need to add them to my list of companies which use correct units
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I should finetune an llm on boomer facebook groups and forums for troubleshooting my truck
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Living at a 140 acre 1800s farmhouse would fix me
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Finding a way of capturing and transferring the knowledge of the soon to be retired operators will be one of the greatest challenges in the next 10 years
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Replying to @dirtman
9 tons of American iron machineco.com/cinci5.htm
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Replying to @hunterlanier
Yes, as much as I would prefer a non-China printer they are too good to pass on atm. If you don't need one soon they have a yearly anniversary sale in the summer where everything is 20-30% off
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Replying to @Object_Zero_
Very impressive
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Replying to @Nicholas_Rehm
The US really needs a serious DJI competitor
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Replying to @jwt0625
I yearn for ancient roman lead stock
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Japanese toolmakers have that dog in them, unparalleled video quality
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Replying to @KennethCassel
I was just arguing with some grad students about this. People really have low bars for themselves for being able to figure things out, way too sensitive to being uncomfortable
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Why rent when you can get an 1821 house with a well
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Need to post more so I can fund my manufacturing company with x bucks
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People are often surprised how much I pay for local things vs. imported/big business. I'd easily pay 2x for higher quality locally made products if it means they'll stay in business and expand. You should put your energy towards things that you want to grow
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One of the demos broke as they walked into the building
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Wondering if I should just get a small parcel of land and a trailer instead of paying the same cost in rent for the rest of my PhD
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