Senior Applied ML Engineer — 3D, Vision & Spatial AI — London
6+ years of experience taking computer vision and ML from research to production, with work spanning 3D reconstruction, automotive perception and image generation.
Experience
Elm Europe Senior Applied Research Engineer Nov 2023 — Present
- Established and led the company's 3D and spatial-AI direction from scratch, covering architecture, delivery and an eight-person research team.
- Built a reusable pipeline fusing satellite, drone and vehicle imagery into district-scale NeRF and Gaussian-splat twins with 90%+ cross-sensor coverage and real-time rendering, drawing on 100M+ LiDAR points per district.
- Extended into an LLM-assisted building-compliance product now live with Saudi clients.
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Arrival Senior Computer Vision Engineer Feb 2021 — May 2023
- Rebuilt real-time passenger counting for bus CCTV on ultra-low-power embedded hardware.
- Led a driver-monitoring ADAS system through to safety-certification readiness.
- Co-built the edge SDK (ONNX export, quantization, C++) used for model optimisation and deployment.
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Gradient Deep Learning & Generative AI Jul 2019 — Feb 2021
- Shipped on-device generative photo-editing features to 50M+ users.
- Optimised segmentation and generative models for mobile latency.
- Prototyped GANs, VAEs and identity-preserving 3D-based editing.
Education
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HSE University MSc & BSc, Computer Science 2015 — 2021
Programme created jointly with Yandex, specialising in machine learning. Co-created and taught ML/DL courses for 200 students; olympiad winner (HSE CS & National Math, 2015 & 2019).
Side Projects
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CERN — Simulation of Cherenkov Detectors 2019
Experimented with generative models for fast simulation of Cherenkov detector response.
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Galaxy Clusters Reconstruction CSP2020
Co-authored a paper applying clustering and regression to reconstruct galaxy clusters from survey data for dark-matter research.
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COLMAP · SuperSplat Viewer · SatelliteSfM 2026
Open-source contributions across the 3D reconstruction stack.
Let's Connect!
Feel free to reach out for collaborations or opportunities.