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Alber Blanc

Data Science Researcher

в Alber Blanc

5 000 —‍ 6 000 $/мес на руки

📍 Дубай (ОАЭ)Помощь с переездом
Специализация
Data Science
Уровень
Middle
Команда
6 - 10 человек

We are an engineering start-up focused on developing industrial-grade robotic platforms for video monitoring and secure performance monitoring in various industries.

Our product provides a full automatization of data collection, analysis, and visualization without human involvement. For achieving our goals, we are using tech-edge technologies of autonomous navigation and computer vision, intelligent control systems for electronic components including self-diagnosis systems, and energy-saving modes.

Stack

PyTorch/TensorFlowNumpySklearn/ScipyPandasMatplotlibC/C++TensorRTLinuxJetson

What you will do

  • Develop the real-time embedded object detection / measuring solution for our own autonomous industrial drone. There is the possibility of deep dive into the low-level API of the cameras.
  • Numerical experiments with DL, ML, and heuristic algorithms.
  • Production quality code for embedded ML application.
  • Take part in dataset acquisition and internal data pipeline creation.
  • Integration ML system with: autopilot system, fleet management system, video streaming, gimbal developers, and embedded developers.
  • Demonstration of the solution prototypes and transform end-user feedback to further requirements.

Requirements

Must have experience:

  • Object detection.
  • Aerial photo-video processing.

Have to experience:

  • Deep learning: PyTorch / TensorFlow.
  • Python for ML: NumPy, Sklearn / SciPy, Pandas, Matplotlib.
  • ML deploy: C / C++.
  • Inference: TensorRT.
  • Coding for Linux and/or Jetson.
  • Photo / video preprocessing: data scraping, cleaning, repack, and augmentation techniques.

Mentioned on CV data annotation systems:

  • CVAT, Labelme.

Aerial datasets:

  • VisDrone, Stanford Drone, UAVDT, UVSD, UAV123, VEDAI, MOR-UAV, Okutama.

JetPack network architectures:

  • SSD-Mobilenet-v1 (v2), SSD-Inception, PedNet, MultiPed.

Top networks for UAV tasks:

  • R-CNN, FPN, ATSS, RetinaNet, YOLO, CenterNet, HRNet, FCOS, FGFA.

Standard object detection datasets:

  • Open Images, COCO, PASCAL.

Video-processing tools:

  • OpenCV, Ffmpeg, GStreamer.

What we offer

  • Ability to make an impact on business.
  • Some great perks of being a part of a startup team.
  • Relocation package, if you’re based out of the UAE.
  • Flexible working hours.
  • Competitive salary.
  • Great office in Dubai Silicon Oasis.
  • Medical insurance.
Татьяна Стефаненко Senior HR Manager
Alber Blanc

О компании Alber Blanc

Сфера
Продуктовая компания
Размер
51 - 100

Alber Blanc have more than 10 years of experience in high frequency algorithmic trading (HFT) in stock and cryptocurrency markets: we work as a professional market maker in 7 countries on the largest stock exchanges from Chicago to Hong Kong, are actively developing India/China and other areas.

Our IT department creates a fully proprietary in-house solution, which is ultra-fast, distributed, highly scalable and agile. We use cutting edge hardware, latest compilers and linux OS versions. This allows us to create and maintain a trading framework that adopts to any new markets or market changes fast, is scalable, flexible and provide perfect performance and reliability.

The team of more than 80 people operates from three offices in Switzerland, Italy and the largest office is in Limassol, Cyprus.

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