NeurIPS 2025 is coming to the San Diego Convention Center, December 2–7, 2025, bringing together the global community shaping the future of machine learning and AI.
SKY ENGINE AI will be there as part of that conversation. Our Software Engineering Manager & Head of Product, Krzysztof Smyl, is attending NeurIPS 2025 in San Diego to meet teams who care about one thing above all: vision models that truly understand what they see – across drones, spectral data, and human faces.
Why meet SKY ENGINE AI at NeurIPS?
NeurIPS sits at the intersection of representation learning, generative models, multimodal perception, and simulation – exactly where SKY ENGINE AI’s Synthetic Data Cloud operates.
If you’re working on data-hungry vision models and running into limits of real-world data, Krzysztof can walk you through how synthetic data helps you:
- Close dangerous and expensive data gaps
- Stress-test models on rare and edge-case scenarios
- Build safer, more robust systems without scaling real-world collection
Key Topics to Explore with Krzysztof
1. Drones and UAVs: Pre-Flying Risky Scenarios
Drones and UAVs must perform reliably in high-variance, high-risk environments: long-range missions, complex terrain, adverse weather, critical infrastructure, or defence-related scenarios.
With SKY ENGINE AI, teams can:
- Simulate low-altitude, BVLOS, and contested airspace operations safely in the lab
- Generate vision datasets for obstacle detection, navigation, tracking, and classification
- Build domain-focused data packs for security & defence, inspection, agriculture, and telecoms
2. Multispectral and Hyperspectral Rendering: Beyond RGB-Only Vision
Many high-value applications depend on material and spectral properties, not just colors: industrial inspection, agriculture, earth observation, or medical imaging.
At NeurIPS, you can discuss how SKY ENGINE AI approaches:
- Multispectral and hyperspectral rendering pipelines for training spectral ML models
- Control over illumination, optics, and materials so your synthetic spectra match domain needs
- Evaluation setups where spectral metrics and ML performance align, not just visual realism
3. Rendering Human Faces: Safer, Fairer Human-Centric AI
From in-cabin monitoring to access control and UX analytics, human-centric vision systems depend on robust face understanding – and on data that’s both rich and ethically sourced.
Using SKY ENGINE AI’s human simulation stack, teams can:
- Generate diverse synthetic humans with control over age, ethnicity, facial features, accessories, and lighting
- Configure behavioural and physiological states – attention, drowsiness, emotion, pose, and occlusions
- Train and evaluate models with dense ground truth (2D/3D keypoints, depth maps, segmentation, gaze vectors, and more)
Schedule a Meeting with Krzysztof
Krzysztof Smyl |
If you’re attending NeurIPS 2025 in San Diego and are working on:
- Drone and UAV perception or detection
- Multispectral or hyperspectral computer vision
- Human- and face-centric AI systems
- Or rethinking your data strategy for vision models
…we’d be glad to talk.
Krzysztof is available for 1:1 conversations and small group discussions during the conference. Bring your current challenges – missing edge cases, spectral requirements, safety constraints, or deployment issues – and we’ll explore how SKY ENGINE AI can help.
See you at NeurIPS 2025 in San Diego – let’s design the next generation of vision AI together.