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Dhiren Oswal is listed as Incoming SDE Intern @AWS | MSCS @USC | Research Assistant @ USC ISI | Best Paper Award - ICAAIML 2024 | ex-RA@VIIT | B Tech - AI & DS @VIIT '24 at USC Information Sciences Institute, a with 309 employees, based in Los Angeles, California, United States. AeroLeads shows a matched LinkedIn profile for Dhiren Oswal.
Dhiren Oswal previously worked as Graduate Research Assistant at Usc Information Sciences Institute and Machine Learning Research Intern at Vishwakarma Institute Of Information Technology. Dhiren Oswal holds Master Of Science Computer Science, Computer Science from University Of Southern California.
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I am an MS CS student at the University of Southern California. I'm primarily interested in designing and leveraging ML & Generative AI models. During my undergraduate studies, I researched the applications of GenAI in multiple sectors. These sectors included Computer Vision, where we automated Cranial Patient Specific Implant design and published an augmented dataset of 950+ samples.Under Natural Language Processing, our Final Year Project team designed a RAG-LLM-based Question Answer system to attempt the NEET (Indian National Medical Entrance Examination), which improved results over previous methods. The paper got the "Best Paper Accolade" and is set to be published in AIP proceedings.Beyond AI, I have sound experience in web designing + development and delivered design prototypes and web apps to more than mid-scale clients during my freshman and sophomore years. They were made with React.js, Node.js, MongoDB, etc. I believe in being a part of improving society, and been a part of a non-profit organization - Rotaract for the past 4 years, heading various community service, and professional development events.In summary, I aim to use my skills to advance AI while ensuring its safe and beneficial application worldwide.
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United States
• Developing data extraction pipeline for paleoclimate databases using knowledge graphs with an estimated one hour manual work reduction per dataset• Facilitating streamlined access and visualization with inbuilt table understanding models for research community
• Led deep learning research in medical imaging for automated cranial implant design to reduce patient time/cost overhead• Produced a novel, high-quality benchmark dataset of 950+ augmented samples using custom data pipeline for model testing• Optimized CNN models, employing sparse tensors to compress the model, reducing GPU-RAM usage from 40 to 6 GB• Boosted model accuracy by deploying compute-optimized, patch-wise GANs, reaching an 89% dice score for implant design prediction on Nvidia A100 GPU
Pune, Maharashtra, India
• Prototyped data-centric customer, unit inventory, ledger management system for real estate with AWS service in an Agile environment to ensure iterative development and continuous feedback• Managed horizontal scaling with AWS EC2 Auto Scaling, S3 bucket storage, dynamically adjusting instance capacity to meet varying demand, boosting Task Success Rate by 32%• Delivered a robust modular architecture design with FigJams that boosted the System Usability Score by 13%
Other employees you can reach at isi.edu. View company contacts for 309 employees →
Mozhdeh Gheini
Colleague at Usc Information Sciences InstituteLos Angeles, California, United States
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Aidan Kelley
Colleague at Usc Information Sciences InstituteLos Angeles, California, United States
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Haonan Wang
Colleague at Usc Information Sciences InstituteLos Angeles, California, United States
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Tanishq S.
Colleague at Usc Information Sciences InstituteLos Angeles, California, United States
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Gale Holdren
Colleague at Usc Information Sciences InstituteWashington Dc-Baltimore Area, United States
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Rebecca Dorn
Colleague at Usc Information Sciences InstituteLos Angeles, California, United States
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Hsien-Te Kao
Colleague at Usc Information Sciences InstituteLos Angeles, California, United States
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Zhiwei Liu
Colleague at Usc Information Sciences InstituteLos Angeles, California, United States
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Kenny Huynh
Colleague at Usc Information Sciences InstituteLos Angeles Metropolitan Area, United States
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Kia Kazemi-Nia
Colleague at Usc Information Sciences InstituteLos Angeles, California, United States
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Activities and Societies: - Made a virtual tour for the college using the Unity Engine. - Presented research based on "AI in Cranioplasty".
Activities and Societies: Assistant Class representative, Group leader for Science Exhibition Team which bagged first prize.
Activities and Societies: Represented the School Basketball team at various inter School & District level competitions.
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Dhiren Oswal works for USC Information Sciences Institute.
Dhiren Oswal is listed as Incoming SDE Intern @AWS | MSCS @USC | Research Assistant @ USC ISI | Best Paper Award - ICAAIML 2024 | ex-RA@VIIT | B Tech - AI & DS @VIIT '24 at USC Information Sciences Institute.
Dhiren Oswal is based in Los Angeles, California, United States while working with USC Information Sciences Institute.
Dhiren Oswal has worked for Usc Information Sciences Institute, Vishwakarma Institute Of Information Technology, and Hts.
Dhiren Oswal's colleagues at USC Information Sciences Institute include Mozhdeh Gheini, Aidan Kelley, Haonan Wang, Tanishq S., and Gale Holdren.
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Dhiren Oswal holds Master Of Science Computer Science, Computer Science from University Of Southern California.
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