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Meta Reality Labs | Generative AI + 3D

Developed generative Al and 3D visuals for Meta Reality Labs across both still and video formats.

Manus | Veo 3 | Nano Banana | Krea | Midjourney | Runway | ComfyUl | Photoshop | After Effects

3D Scene Understanding for XR

 

The Al Research Team at Meta Reality Labs is developing the first multimodal LLM capable of reasoning within 3D space for XR. My role was to design and visualize scenarios that demonstrate how this model interprets and responds to real-world spatial understanding.

 

Collaborating closely with the Technical Art Director, Creative Director, and Animation Director, our team produced a polished video montage in just a few weeks for presentation to the CTO. The piece showcased relatable, everyday situations — simple tasks and common problems — that could be solved using a 3D LLM, making the technology's potential both accessible and compelling.

a_modern_living_room_filled_with_soft_natural_light_from_a_large_window_featuring_a_cozy_a
Airbnb_Yoga_01.png
_a_sleek_ultra-modern_kitchen_filled_with_bright_ambient_light_and_minimalist_design_a_wom
a_beautifully_arranged_dining_area_with_a_warm_inviting_ambiance_showcasing_an_elegantly_s
a_modern_open-concept_kitchen_and_dining_area_bright_and_minimal_with_white_cabinetry_wood
a_modern_open-concept_kitchen_and_dining_area_bright_and_minimal_with_white_cabinetry_wood
a_contemporary_kitchen_filled_with_bright_welcoming_light_featuring_a_well-organized_spice
turn_woman_doing_situps_into_a_blue_hologram_7h1k3twkl8mk02kwe5as_1.png

Shop Like A Pro

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The Wearables Team wanted to demonstrate how their Al technology could simplify and enhance the shopping experience. We developed a set of scenarios to highlight this, including finding the right lightbulb for a bedroom lamp and determining whether a specific pair of shoes would fit someone's lifestyle and goals.

3D AI Mesh + Texture Gen

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The Al Research Team at Meta developed an in-house tool for 3D mesh and texture generation. Our team was tasked with exploring its creative potential by designing prompts, generating meshes and textures, and refining them through 3D lighting, animation, and rigging. We also experimented with translating these digital outputs into physical objects through 3D printing. Finally, we benchmarked our in-house tool against similar external tools to identify opportunities for improvement and future development.

Facial Scanning VFX​

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On the Reality Labs team, our role as creative artists was to visualize the look and feel of codec avatar technology and shape the user experience for real-time facial scanning. I explored ways to represent the scanning process and provide intuitive feedback to users while it was happening. I first built the effects in 3D, then applied generative Al to generate more varied and imaginative visual results, expanding the range of possibilities for how the process could be portrayed.

Infinite Me (AI Assistant)​

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On the Reality Labs team, our role as creative artists was to visualize the look and feel of codec avatar technology and shape the user experience for real-time facial scanning. I explored ways to represent the scanning process and provide intuitive feedback to users while it was happening. I first built the effects in 3D, then applied generative Al to generate more varied and imaginative visual results, expanding the range of possibilities for how the process could be portrayed.

Codec Avatars​

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At Reality Labs, we're working on the Codec Avatars technology and how they can enhance connection with our friends, loved ones, and colleagues. Codec Avatars are hyper-realistic, Al-driven virtual representations of people. The aim is to capture subtle facial expressions, eye contact, and body language to enable social interactions in virtual reality that are as authentic as real-world encounters. Our team was tasked on how to visualize real-life scenarios that showcase the codec technology in everyday life. Use cases such as watching a sporting game with loved ones living far away, meeting remotely with coworkers in an office, and hanging out with friends in a living room while playing a virtual game together.

three_stylish_individualistic_young_men_sitting_casually_in_a_cozy_sunlit_living_room_view
ultra_high-resolution_photo-realistic_image_of_a_bright_modern_california-inspired_spa_lou
ultra_high-resolution_photo-realistic_image_of_a_bright_modern_california-inspired_spa_lou
a_living_room_where_three_friends_are_fully_immersed_in_a_high-tech_mixed-reality_experien
CodecAvatars_Productivity_Meeting_01b.png

Interior Environments​

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I developed diverse virtual environments for mixed reality applications, with styles spanning from realistic and immersive to futuristic and conceptually imaginative.

a_open_airy_spacious_library_room_that_you_can_hang_out_in_with_friends_warm_and_inviting_
a_futuristic_room_that_you_can_hang_out_in_with_friends_warm_and_inviting_wide_angle_lens_
fantastic_pony_18190_an_abstract_indoor_background_with_stair_9ae7bc0f-10b1-4522-945f-98b7
fantastic_pony_18190_a_renaissance_style_hallway_in_italy_mar_beb85f60-9c6c-4a34-a8c7-9c98
fantastic_pony_18190_a_modern_home_office_moody_lighting_colo_2f6b8188-95d3-488d-92d0-5be9

© Justin Nambiar 2026

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