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John TW@johnwptan

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Profile rank: lablab Expert

Next rank: lablab Master

2

Events attended

1

Submissions made

Analyst/Engineer

Singapore

6 years of experience

About me

A developer who loves software engineering and data.

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๐Ÿ”ฅ Own Projects

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    AI Home Design

    An AI driven app using Stable Diffusion and YOLOv5.

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๐Ÿค“ Submissions

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    Hackathon link

    AI Home Design

    AI Home Design is an interior design assistant powered by Stable Diffusion and YOLO to solve pain points felt by homeowners. It differs from other AI interior design apps out there because 1) it addresses pain points in homeowners' entire user journey, 2) functions as a social sharing platform, and 3) is an aide to augment, not replace home decor professionals and designers. FIRSTLY, the flagship "Create With AI" feature guides the user in prompt engineering to convert their design hunches from text to actual image, helping them overcome creative blockages. This also improves communication with interior designers, since words can be subjective, but images are direct. SECONDLY, homeowners may want to reimagine a space even after initial fittings like paneling and paint jobs are already done. They cannot tear down these fittings in real life, but they can use Stable Diffusion's image-to-image functionality to reimagine the space. THIRD, AI Home Design also functions as a social sharing platform where users can draw inspiration and start conversations with one another. FINALLY, homeowners still need to furnish and populate their spaces even after they have decided on their designs. This is where YOLO comes in, helping the user to recognise objects, and creating outbound e-commerce links for them to buy items. AI is thus used here to smoothen homeowner-professional interactions and engender connections. Even after the hackathon, I am continually improving the app by creating new features (see slide deck!), such as tools to facilitate discussions, recommenders, or improved object detection. On the technical front, I aim to infuse more powerful models like CLIP, Segment Anything or YOLOv8. On the business front, I am building in-app services to serve new target groups like real estate agents and elder-friendly/disability-friendly retrofitting specialists. Join me on this journey to make interior design more seamless for users, and to use AI in a coherent, impactful way.

    GPT-3CodexCohere

๐Ÿ‘Œ Attended Hackathons

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    AI Startup Hackathon

    ๐Ÿ› ๏ธ Build your MVP in 7 days ๐Ÿค Find your team on the platform ๐Ÿ“ˆ Hours of educational context ๐Ÿฆพ Generative AI tools to build with ๐Ÿ… Further support for winners

    GPT-3CodexDALL-E 2
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    Stable Diffusion 2.0 AI Hackathon

    ๐Ÿ”ฅ 7 days Hackathon ๐Ÿฆพ The first Stable Diffusion XL hackathon โœจ Even more models available! Use GPT-4, ChatGPT, Whisper, Cohere and AI21 and more! ๐Ÿ› ๏ธ Incorporate Stable Diffusion 2.0 and Vercel software to your projects ๐Ÿš€ Create your complete product MVP ๐Ÿค Find co-founders and mentors on the lablab.ai platform

    GPT-3CodexCohere

๐Ÿ“ Certificates