Geospatial & vision AI
Advanced machine learning and deep learning for computer vision, 3D reconstruction and satellite imagery — from CNN architectures to network optimisation across aerospace, healthcare and autonomous systems.
Available for collaboration · Daejeon, KR
Asif PatankarAI for satellites & drones.
AI Research Engineer turning Earth-observation imagery and aerial sensor data into intelligence — and running it in real time on the edge.
- 4+
- years in ML & deep learning
- EO · CV
- satellite & aerial vision
- Jetson
- edge AI deployment
- Type 4
- licensed multicopter pilot (KR)
01 / Capabilities
From orbit to edge — the full sensing-to-decision stack.
I develop intelligent AI solutions that transform industries through research and engineering — computer vision, 3D reconstruction and embedded AI optimisation, built for the constraints of real aircraft and real imagery. Full story →
Drone edge inference
Optimised AI for resource-constrained hardware with TensorRT and NVIDIA Jetson — real-time inference, CUDA programming and efficient pipelines for drones, vehicles and IoT.
End-to-end visual intelligence
Satellite image analysis, 3D point clouds, video deblurring, object detection, RGB-D analysis, SLAM and custom algorithms — from agriculture to urban change detection.
02 / Mission log
Research that flies.
Selected projects across drone autonomy, edge inference and Earth observation. All portfolio →
MSN-01Drone · Edge AI
Embedded AI human detection
Real-time drone-based human detection system
An autonomous drone system with on-board human detection running on NVIDIA Jetson Xavier NX — real-time optimised inference for surveillance, search-and-rescue and emergency response.
- Platform
- Jetson Xavier NX
- Airframe
- HolyBro
- Runtime
- TensorRT
- Computer vision
- Embedded systems
- TensorRT
- Drone integration
MSN-02Drone · Mission control
Kiosk ground station software
One-click autonomous drone mission control
A Qt-based ground station with integrated MAVLink communication — operators launch complex autonomous missions in a single click, with minimal technical expertise required.
- Framework
- Qt
- Protocol
- MAVLink
- Mode
- Kiosk UI
- Qt development
- UI/UX design
- MAVLink
- Autonomous systems
MSN-03Satellite · Geospatial
AI-powered change detection
Satellite imagery analysis and monitoring
Custom deep learning models that detect change across multi-temporal satellite and aerial imagery — for urban planning, environmental monitoring and geospatial analysis.
- Input
- Multi-temporal EO
- Task
- Change detection
- Scale
- Large datasets
- Deep learning
- Model optimisation
- Computer vision
- Satellite imagery
03 / Pipeline
How a mission moves.
- CaptureSatellite · UAV · RGB-D · thermal
- PerceiveDetection · segmentation · change
- ReconstructPoint clouds · SLAM · 3D
- OptimisePruning · TensorRT · CUDA
- DeployJetson · cloud · ground station
// Open channel
Let's put intelligence in orbit — and in the air.
Launching an AI product, optimising an existing system or exploring research? Let's build something intelligent, scalable and impactful together.