I'm Dhiganth, a 23 year old graduate student currently studying at the University of Southern California. I'm pursuing a Master's degree in Computer Science!
I'm really interested in trying to automate loads of tasks I do daily using the simplest scripts I can, and I'm proud to say that I've succeeded in doing so (only for a few tasks though xD).
I'm currently interning at Siemens Healthineers, where I tackle problems related to Deep Learning for Application Screen Testing and Statistical Analyses of User Metrics. I designed a Machine Learning Pipeline with an impressive 99% testing accuracy. This project honed my expertise in data analysis and pattern recognition, enabling me to turn data into actionable insights.
I was a Research Intern at the Indian Institute of Information Technology, Kancheepuram, where I learnt how to efficiently apply Deep Learning to Medical Image Processing.
I was a Software Engineering Intern at Activeloop, where I helped in rebuilding and maintaining an open source package named Hub; that lets you store (even petabyte-scale) datasets on the cloud, and lets you seamlessly integrate it with your ML applications! Don't waste time cleaning and preprocessing your data, use Hub instead.
I was also an Undergraduate Research Assistant at Solarillion Foundation, where I worked on projects related to Deep Learning and Natural Language Processing.
Click to view my projects!
🐦 I developed a TwitterBot (written in Python) that tweets a list of hospitals based on the address pincode provided by the user. Check it out here.
🏨 I also deployed a Python script and used Google's ChatBot API, Dialogflow, on multiple Raspberry Pi's for a hotel scanning system which generates a unique QR code to unlock the door to the room of the user. Check it out here.
🏫 Along with a few of my friends, I helped build an advanced (sort of) Python script that attends your online classes and answers very basic questions for you in your place! Check it out here. (By the way, I am in no way responsible if someone does, in fact, use this to attend online classes. That's on them.)
👨🏻🔬 At Solarillion Foundation, my team and I have come up with a scalable, efficient model based on Transformer architectures to accurately translate German Sign Language into an output text sequence in German!
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These experiences have shaped my passion for Software Development, Machine Learning, Data Science, and DevOps. I'm excited to continue exploring these domains as I progress in my academic and professional journey. I'm also highly interested in contributing to any open-source project I can. If you want to work together, or show me a place/repository to contribute to, contact me!
