Senior Computer Vision Engineer · Edge AI · Autonomous Systems · MLOps
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def introduce_myself(): return { "name" : "Praveen Kumar Rajendran", "role" : "Senior Computer Vision Engineer", "company" : "Geotab · Dubai, UAE", "focus" : ["Edge AI perception", "C++ inference on Qualcomm & NVIDIA SoCs", "MLOps & CI/CD pipelines", "Deep learning R&D"], }
Languages
Frameworks & Libraries
PyTorch TensorFlow OpenCV Keras NumPy Pandas Scikit-Learn Matplotlib HuggingFace YOLO
Deployment & DevOps
ONNX TensorRT Docker Linux GitHub Actions GitLab CI WandB MLflow
Models & APIs
Diffusion OpenAI Gemini Claude
- 3D Computer Vision — pose estimation, camera calibration, multi-view geometry
- Edge AI — model optimisation, TensorRT/ONNX deployment on Qualcomm & NVIDIA SoCs
- Generative AI — diffusion models & GANs for synthetic data augmentation
- Autonomous Systems — perception pipelines for robots and fleet dashcams
- MLOps — reproducible pipelines, experiment tracking, CI/CD for ML