Graduate Researcher
CurrentWorking under the supervision of Prof. Stephan Mandt on Generative models.
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Farrin Marouf Sofian is listed as Graduate Researcher at Mandt lab, based in Irvine, California, United States. AeroLeads shows a matched LinkedIn profile for Farrin Marouf Sofian.
Farrin Marouf Sofian previously worked as Machine Learning Engineer at Adobe and Undergraduate Research Assistant in KUIS AI Lab at Koç University. Farrin Marouf Sofian holds Master Of Science - Ms, Computer Science from Uc Irvine.
Rooted in a solid academic foundation from Koç University and UC Irvine, I've honed my skills in Generative AI, machine learning, and math through hands-on research and projects. With a knack for creating innovative solutions, from audio-visual integrations to linguistic datasets, I'm driven by the potential of technology to solve complex challenges. Eager to contribute, collaborate, and make a meaningful impact in the realm of AI and beyond.
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Irvine, California, United States
Working under the supervision of Prof. Stephan Mandt on Generative models.
San Jose, California, United States
Worked on improving the AI assistant in Adobe acrobat
Istanbul, Turkey
- Conducted cutting-edge research in sound-guided image manipulation and generation projects as well as audio identification and re-synthesis tasks.- Leveraged Diffusion-based models, designed and implemented various adapter architectures for efficient audio conditioning.- Explored and tested various image inversion techniques, pinpointing the best method.
Conducted research under supervision of Prof. Aykut Erdem and Prof. Erkut Erdem. Worked on Denoising Diffusion models in multi-modal domain.
Istanbul, Turkey
- Conducted extensive literature review on grammatical error correction for multiple languages, to see the best options for Turkish- Training and evaluating multiple baselines and SOTA models for grammatical error connection.
- Assisted in organizing and coordinating Hackathons in the Team. - Helped in arranging and directing workshops and mock interviews with various companies.
Tempe, Arizona, United States
- Worked on deep learning-based solutions for camera calibration, tailored to thecompany-specific scene geometry.- Developed fully-automatic camera calibration pipeline.
Created dynamic pdf reports using Node.js, Puppeteer and Handlebars for customer analytics report.
Activities and Societies: Honors: Vehbi Koc Scholar for outstanding academic performance for 4+ semesters.
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Farrin Marouf Sofian works for Mandt lab.
Farrin Marouf Sofian is listed as Graduate Researcher at Mandt lab.
Farrin Marouf Sofian is based in Irvine, California, United States while working with Mandt lab.
Farrin Marouf Sofian has worked for Mandt Lab, Adobe, Koç University, Kuis Ai, and Ku Acm Student Chapter.
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Farrin Marouf Sofian holds Master Of Science - Ms, Computer Science from Uc Irvine.
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