Jash Patel Email and Phone Number
Currently, I work as a Machine Learning Researcher at Ayna, a dynamic AI startup based in Bangalore, where my focus is on developing innovative AI solutions. My experience spans building and optimizing AI architectures, including diffusion transformers like Flux, SD3, SD3.5, Pix-Art (Alpha & Sigma), and UNet-based models such as SDXL. I’m also skilled in parallel training techniques like DDP and FSDP and have significantly contributed to data creation and annotation workflows, ensuring high-quality datasets for model training.Holding a Master's in Artificial Intelligence from IIT Jodhpur has provided me with a solid foundation in both the theoretical and practical aspects of cutting-edge AI technologies.Solving complex problems and delivering scalable, real-world AI solutions are at the core of my work. Whether pushing the boundaries of model performance or optimizing workflows, I thrive on learning and creating value through technology.Outside of work, exploring new experiences—whether through food, travel, or ideas that inspire growth and keeps me energised. I’m always excited to connect with like minded professionals who share a passion for AI and innovation.
Ayna
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Machine Learning ResearcherAyna Jun 2024 - PresentBengaluru, Karnataka, IndiaAs a Machine Learning Researcher at Ayna AI, I specialized in diffusion models with a focus on virtual try-on applications. My primary contributions included:- Training and developing custom diffusion models tailored for virtual try-on tasks, exploring various architectures to optimize performance.- Creating and curating a proprietary dataset, which involved generating captions, creating masked images and validating the dataset to establish in-house quality criteria.- Investigating vision-language models, particularly the CLIP model, to enhance the validation process for the captions generated from our dataset, ensuring alignment with visual content.
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Machine Learning Engineer InternAyna Apr 2024 - May 2024Bengaluru, Karnataka, IndiaDuring my internship at Ayna AI, I focused on transformer-based diffusion models, specifically the Diffusion Transformer (DiT) model. My key responsibilities included:- Conducting in-depth studies on various diffusion models, including Pix-Art Alpha, Sigma, Delta, and ControlNet, to understand their architectures and applications.- Exploring the behavior of Stable Diffusion 3 and comparing its performance with other DiT-based architectures.
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Postgraduate Student ResearcherIndian Institute Of Technology Jodhpur Jun 2023 - May 2024Jodhpur, Rajasthan, India- Contributed to cutting-edge research at the Image Analysis and Biometrics Lab in the Computer Science and Engineering Department, specializing in image-based generative models such as GANs and DDPMs.- Engaged in projects involving Vision Transformers (VIT) for small datasets -
Trainee DeveloperDoyenhub Software Solution Jul 2021 - Sep 2021Surat, Gujarat, India- Designed strong and scalable backend systems with Python and Django, ensuring optimal performance. - Led frontend development using React.js and TypeScript to create user-friendly interfaces for an improved user experience.
Jash Patel Education Details
Frequently Asked Questions about Jash Patel
What company does Jash Patel work for?
Jash Patel works for Ayna
What is Jash Patel's role at the current company?
Jash Patel's current role is ML Researcher @Ayna | M.Tech in Artificial Intelligence @IIT, Jodhpur | Passionate about Deep Learning, Generative AI and Machine Learning.
What schools did Jash Patel attend?
Jash Patel attended Indian Institute Of Technology Jodhpur, C. K. Pithawala College Of Engg. & Tech., Surat 009.
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Jash Patel
Pursuing Computer Science And Business Systems At Thapar Institute Of Engineering And TechnologyAhmedabad -
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Jash Patel
Gfbm Analyst - J.P.Morganchase || Pgdm Big Data Analytics - Goa Institute Of Management (2021-23)Rajkot
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