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WELCOME TO MY WEBSITE

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I'm Harsha

(try clicking and dragging anywhere here)

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Hey ๐Ÿ‘‹

Projects ๐Ÿš€

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Efficient Multiframe Video Processing

Giving computers the ability to comprehend a live video feed (vision + audio) with human-level understanding

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with

Interpreting the

world's digital data

Computers are really good at finding information while being really bad at interpreting that same data. Google anything and you can find an answer in seconds, however, what if you want something more nuanced? Something that can read knowledge from numerous sources, analyze the facts, and output an answer to questions that have never been asked online before. With recent advances in machine learning memory retention and natural language understanding, this is possible and works! But it costs me like $0.10 per request (yikes!) in cloud compute fees which is actually a lot :( Let me know if you want to check it out!  

Cool ๐Ÿ˜Ž

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Imagine headphones that can know when you want your music to be louder and whether you want to skip or replay a song, just by you thinking about it. Sounds impossible...but it's not. Every time someone thinks about something, there is a distinct set of brain waves that correspond to that action. By using a bunch of non-invasive EEG sensors, a user's real-time brain signals can be investigated. This is the hard part though, knowing what the brain waves mean. However, once you can decipher this code, you can unlock an extraordinary way to communicate with technology in the future, using your brain.

Controlling everything

through thoughts

Crazy ๐Ÿคฏ

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Training, retraining, maintaining, reworking, and deploying efficient machine learning is hard work, that not only requires a lot of time and effort, but also, a lot of computation power. These problems are precisely what cloud technology was built to combat. By automating the process of creating models in the cloud, organizations can productively employ the technology to solve their specific needs. In addition, using the cloud to streamline the process of tuning a model with more relevant information can directly help prevent algorithmic bias and discrimination caused by machine learning models due to obsolete training data. 

Using the cloud to optimize ML training and deployment

Fun ๐ŸŽ‰

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Expanding comprehension

with natural language processing 

The less complicated a sentence is, the easier, cheaper, and more accurate its translation will be, in order for information to be conveyed accurately to diverse regions across the world. A purpose-built solution to allow language localization leveraging natural language processing can facilitate automatic sentence structure changes including dynamically modifying difficult words, rewording entire sentences, or splitting multi-action sentences, all without changing the original intent of the text. By increasing the accessibility of accurate translations, the language barrier for billions around the world can be broken.

Impactful ๐ŸŒŽ

Built with Uber ๐Ÿš—

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Other Projects ๐Ÿช

Developing the

safest cars in the world

Working to create a reliable and robust system for vehicle autonomy

Exciting ๐Ÿคฉ

Built with UC Berkeley ๐Ÿป

Designing the smartest inventory system ever

Automating logistics for low self-life medical supplies, like units of blood

Life-saving ๐Ÿ’–

Built with Stanford Blood Center๐ŸŒฒ

Inventing microscopy tools, 100 times cheaper

Producing the most accessible scientific instruments for discovery

Coffee is good โ˜•

Built with Foldscope ๐Ÿ”ฌ

Understanding human

vocal patterns

Training computers to decipher vocal tone to provide medical insights

Out of this world ๐Ÿ‘ฝ

Built with Voicemed ๐Ÿ“ž

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Analyzing your sketches to predict what you are drawing (even if you're really bad at drawing like me)

Giving computers the ability to imagine new situations and convey what it thinks will happen next

More Projectsss ๐ŸŒŒ

Building a foundation for dynamic user interfaces—or UI that isn't hardcoded and can transform based on the environment 

Constructing a suite of image-focused creative A.I. that can colorize, conceive, and draw

Forging memory-based machine learning, able to contextually understand its input data

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Evolutionary Learning

Designed a genetic algorithm based neural network to learn how to play Mario Kart, generalizable to multiple game maps

Online web demo (coming soon)

Making it easier to find important features within generalized structured data of any type

Check it out here!

(rly coolll๐Ÿคฉ)

Creating a multimodal model to simultaneously digest text and video data to make real-world predictions

Moneymaker ๐Ÿ’ธ๐Ÿค‘

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Planets in space ๐Ÿ”ญ๐Ÿ›ธโญ

Iteration 25 of 800

Pixel Art Generation๐Ÿค–

Trained on hundreds of thousands of webscraped pixel art images, welcome to my first ever project using PyTorch

s/o to gradient.run for the free GPUs!

Poker, reimagined

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I have extra space here, so it's a great time to share my love for pineapple๐Ÿon pizza๐Ÿ•

Enhancing computational arithmetic efficiency 

particularly for negative numbers  

probs impossible but could

work... maybe ๐Ÿคž

Marble

A framework for how to engage virtual interactions that can translate into physical ones, from sharing personal adventures to peer-to-peer shopping experiences

Explore progress (coming soon)

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Built a smart mirror connected to Google Cloud with custom UI elements (and a wireless chargerโšก) 

Other Projects

Open Projects ๐Ÿ”“

Turning black and white images colorful, with machine learning

Access all code, trained model parameters, and project details

Automatically update your Instagram bio with custom messages 

Access all code, documentation and additional resources

Sorting and analyzing an unlimited number of tweets for free

Access all code, NLP models and documentation

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Version 5.8, by Harsha Gundala

18 yrs later and my spelling still sucks :(

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