Techie | Engineer | Tokyo ⛩️  🌎💻🏃🚴🍷🥑🫐⚡🦄

Tokyo, Japan
Joined August 2016
Team Hawking bagged the accolade of Runners-Up from Dhaka region and Global Nominee at the NASA space apps challenge 2019. We prototyped a predictive analytics tool, named - "Dengue Hotspot Predictor", using NASA dataset. #NASA #SpaceApps
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I spent 10% of my life contributing to the development of the #VisionPro while I worked at Apple as a Neurotechnology Prototyping Researcher in the Technology Development Group. It’s the longest I’ve ever worked on a single effort. I’m proud and relieved that it’s finally announced. I’ve been working on AR and VR for ten years, and in many ways, this is a culmination of the whole industry into a single product. I’m thankful I helped make it real, and I’m open to consulting and taking calls if you’re looking to enter the space or refine your strategy. The work I did supported the foundational development of Vision Pro, the mindfulness experiences, ▇▇▇▇▇▇ products, and also more ambitious moonshot research with neurotechnology. Like, predicting you’ll click on something before you do, basically mind reading. I was there for 3.5 years and left at the end of 2021, so I’m excited to experience how the last two years brought everything together. I’m really curious what made the cut and what will be released later on. Specifically, I’m proud of contributing to the initial vision, strategy and direction of the ▇▇▇▇▇▇ program for Vision Pro. The work I did on a small team helped green light that product category, and I think it could have significant global impact one day. The large majority of work I did at Apple is under NDA, and was spread across a wide range of topics and approaches. But a few things have become public through patents which I can cite and paraphrase below. Generally as a whole, a lot of the work I did involved detecting the mental state of users based on data from their body and brain when they were in immersive experiences. So, a user is in a mixed reality or virtual reality experience, and AI models are trying to predict if you are feeling curious, mind wandering, scared, paying attention, remembering a past experience, or some other cognitive state. And these may be inferred through measurements like eye tracking, electrical activity in the brain, heart beats and rhythms, muscle activity, blood density in the brain, blood pressure, skin conductance etc. There were a lot of tricks involved to make specific predictions possible, which the handful of patents I’m named on go into detail about. One of the coolest results involved predicting a user was going to click on something before they actually did. That was a ton of work and something I’m proud of. Your pupil reacts before you click in part because you expect something will happen after you click. So you can create biofeedback with a user's brain by monitoring their eye behavior, and redesigning the UI in real time to create more of this anticipatory pupil response. It’s a crude brain computer interface via the eyes, but very cool. And I’d take that over invasive brain surgery any day. Other tricks to infer cognitive state involved quickly flashing visuals or sounds to a user in ways they may not perceive, and then measuring their reaction to it. Another patent goes into details about using machine learning and signals from the body and brain to predict how focused, or relaxed you are, or how well you are learning. And then updating virtual environments to enhance those states. So, imagine an adaptive immersive environment that helps you learn, or work, or relax by changing what you’re seeing and hearing in the background. All of these details are publicly available in patents, and were carefully written to not leak anything. There was a ton of other stuff I was involved with, and hopefully more of it will see the light of day eventually. A lot of people have waited a long time for this product. But it’s still one step forward on the road to VR. And it’s going to take until the end of this decade for the industry to fully catch up to the grand vision for this tech. Again, I’m open to consulting work and taking calls if your business is looking to enter the space or refine your strategy. Mostly, I’m proud and relieved this has finally been announced. It’s been over five years since I started working on this, and I spent a significant portion of my life on it, as did an army of other designers and engineers. I hope the whole is greater than the sum of the parts and Vision Pro blows your mind.
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11 ways ChatGPT saves me hours of work every day, and why you'll never outcompete those who use AI effectively. A list for those who write code: 1 of 16
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Don’t forget to update your footer with the new year, folks. 😁
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These robot hands form a ruthless blocking machine. Haikyuu!! fans, does this remind you of anything?
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You are the CEO of your life. Hire, fire, and promote accordingly.
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Thanks @theweeknd for spending 5,131 minutes with me in 2022. I couldn’t stop listening to Starboy. #SpotifyWrapped open.spotify.com/artist/1Xyo…
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I’d makea joke about APIs. But you wouldn’t GET it.
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Beautiful map
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Falcon 9 launches Dragon to the @space_station
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Explain to me as a five-year-old how Event Loop works?
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lmao tesla.com/.gitignore (via HN)
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We need a new mobile OS that’s web-only.
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I don't think people understand the monumental changes coming to software this decade. Quick thread:
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Awesome new Twitter merch!
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Drop your iOS 16 Lock Screen 👇
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Please note that Twitter will do lots of dumb things in coming months. We will keep what works & change what doesn’t.
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.@CocaCola Oh hi lol
Next I’m buying Coca-Cola to put the cocaine back in
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