“Tanay is an empathetic product thinker and engineer. We were his first client and he quickly helped us integrate with his app FeatherX. Not only did we see a big lift in our customer engagement due to it, he was so supportive and hands on in making sure we had an easy time with the implementation. Would be very excited to work with him again in the future!”
San Francisco, California, United States
Contact Info
8K followers
500+ connections
About
Activity
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We've been in stealth for the last few years and are finally ready to reveal what we do at Chef Robotics! At Chef, we're building AI-enabled robots…
We've been in stealth for the last few years and are finally ready to reveal what we do at Chef Robotics! At Chef, we're building AI-enabled robots…
Liked by Tanay Kothari
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Saw this in person sometime back when I met Rajat Bhageria. Felt like stepping into a new world 🔥 Congrats on the launch!
Saw this in person sometime back when I met Rajat Bhageria. Felt like stepping into a new world 🔥 Congrats on the launch!
Shared by Tanay Kothari
Experience & Education
Licenses & Certifications
Volunteer Experience
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Associate Technical Developer, Pratham Books
Pratham Education Foundation
- 2 years 2 months
Education
Developed a framework to convert physical books to interactive games using Unity3D. Reached students in over 2000 rural schools in India.
Field tested and interacted with children in rural schools near Delhi and managed a team of 10.
More about this: https://prathambooks.org/blog/more-apps-to-play-with-from-studio-of/
Publications
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PENet—a scalable deep-learning model for automated diagnosis of pulmonary embolism using volumetric CT imaging
Nature Digital Medicine
Pulmonary embolism (PE) is a life-threatening clinical problem and computed tomography pulmonary angiography (CTPA) is the gold standard for diagnosis. Prompt diagnosis and immediate treatment are critical to avoid high morbidity and mortality rates, yet PE remains among the diagnoses most frequently missed or delayed. In this study, we developed a deep learning model—PENet, to automatically detect PE on volumetric CTPA scans as an end-to-end solution for this purpose. The PENet is a 77-layer…
Pulmonary embolism (PE) is a life-threatening clinical problem and computed tomography pulmonary angiography (CTPA) is the gold standard for diagnosis. Prompt diagnosis and immediate treatment are critical to avoid high morbidity and mortality rates, yet PE remains among the diagnoses most frequently missed or delayed. In this study, we developed a deep learning model—PENet, to automatically detect PE on volumetric CTPA scans as an end-to-end solution for this purpose. The PENet is a 77-layer 3D convolutional neural network (CNN) pretrained on the Kinetics-600 dataset and fine-tuned on a retrospective CTPA dataset collected from a single academic institution. The PENet model performance was evaluated in detecting PE on data from two different institutions: one as a hold-out dataset from the same institution as the training data and a second collected from an external institution to evaluate model generalizability to an unrelated population dataset. PENet achieved an AUROC of 0.84 [0.82–0.87] on detecting PE on the hold out internal test set and 0.85 [0.81–0.88] on external dataset. PENet also outperformed current state-of-the-art 3D CNN models. The results represent successful application of an end-to-end 3D CNN model for the complex task of PE diagnosis without requiring computationally intensive and time consuming preprocessing and demonstrates sustained performance on data from an external institution. Our model could be applied as a triage tool to automatically identify clinically important PEs allowing for prioritization for diagnostic radiology interpretation and improved care pathways via more efficient diagnosis.
Projects
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Canteen: Decentralizing container orchestration
Winner at ETH Denver.
Canteen is an extremely scalable container orchestrator that is fault-tolerant, easy to install, easy to distribute, and most importantly decentralized through the utility of an Ethereum smart contract.
Canteen efficiently schedules and orchestrates designated Docker containers to a set of servers based on speculated/provisioned container resource limits.Other creatorsSee project -
Dream.it: Synthesizing fashion with Generative Adversarial Networks
Developed a product with Generative Adversarial Networks trained on datasets of various fashion products to synthesize new products based on rough sketches and color schemes. The output from this was then passed on to a Single Image Super Resolution algorithm for more detailing.
This image is then labelled, and the image along with the associated tags is used to run a web search to find similar products.
This won the Microsoft and IBM Sponsor Prizes at Treehacks 2017, Stanford…Developed a product with Generative Adversarial Networks trained on datasets of various fashion products to synthesize new products based on rough sketches and color schemes. The output from this was then passed on to a Single Image Super Resolution algorithm for more detailing.
This image is then labelled, and the image along with the associated tags is used to run a web search to find similar products.
This won the Microsoft and IBM Sponsor Prizes at Treehacks 2017, Stanford University.
We are currently working on researching on this to make a better model and developing this into a better product.
https://github.com/Tanay1998/Dream-ItOther creatorsSee project
Honors & Awards
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Forbes 30 under 30
Forbes Inc.
Consumer Technology - 30 under 30
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Finalist, ACM ICPC Regionals
ACM ICPC
Representing Stanford University at the ACM ICPC North America Regionals
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Winner, ETH Denver
ETH Denver
Finalist at the biggest Ethereum Hackathon.
Worked on two projects:
1. Canteen: Decentralized Container Orchestration
2. Ethmoji: The first customizable NFTs, in collaboration with OpenSea -
Bronze Medalist, International Olympiad in Informatics (IOI '15)
IOI Committee
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Silver Medalist, Asia-Pacific Informatics Olympiad (APIO '15)
APIO
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2nd in Indian Linguistics Olympiad
PLO
Finished 2nd in India and represented India at IOL 2015 (International Olympiad in Linguistics) in Bulgaria
Languages
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English
Native or bilingual proficiency
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Hindi
Native or bilingual proficiency
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Spanish
Limited working proficiency
Recommendations received
2 people have recommended Tanay
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#Startup Wispr AI just raised $4.6M to develop a device that can connect your thoughts to technology. 🧠🤖 Their #goal is to create a seamless…
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hey guys i know the users want this feature but what about this great idea i just had
hey guys i know the users want this feature but what about this great idea i just had
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Exciting news for immi as all 3 of our new cup ramen are now available nationwide across all 500+ Whole Foods Market locations. Stop by your local…
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me: did you hear AI is a bubble. it’s all hype. none of the tools are useful my wife: the baby’s crying me: as he should be. it’s upsetting
me: did you hear AI is a bubble. it’s all hype. none of the tools are useful my wife: the baby’s crying me: as he should be. it’s upsetting
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Introducing the beta of Flow Voice by Wispr AI: www.flowvoice.ai. Flow is voice dictation that actually understands what you mean! It gets names…
Introducing the beta of Flow Voice by Wispr AI: www.flowvoice.ai. Flow is voice dictation that actually understands what you mean! It gets names…
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