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Koca Ventures is an enterprise technology company specializing in cutting-edge solutions across five core domains:
| Domain | Focus Areas | Key Technologies |
|---|---|---|
| Computer Vision | Government-grade surveillance, multi-sensor fusion | YOLO, TensorRT, DeepStream |
| Edge AI | Production Jetson deployment, CUDA optimization | Jetson, TensorRT, CUDA |
| Simulation | Synthetic data, physics-based RL training | Isaac Sim, Unity, Blender |
| Embedded | Custom PCB design, RTOS development | STM32, ESP32, Teensy, FreeRTOS |
| Robotics | 6-DOF manipulation, perception stacks | ROS2, MoveIt2, PyBullet |
AI & Machine Learning
- Inference: TensorRT, DeepStream, ONNX Runtime
- Training: PyTorch, CUDA, cuDNN
- Models: YOLO, Custom CNNs, Transformer architectures
Edge Computing
- Hardware: NVIDIA Jetson (Orin, Xavier, Nano)
- Optimization: INT8/FP16 quantization, multi-stream inference
- Performance: 275+ TFLOPS, 8 concurrent streams
Simulation & Digital Twin
- Platforms: Isaac Sim, Unity, Blender
- Features: PhysX physics, RTX rendering, synthetic data
- Pipelines: Real-to-sim transfer, domain randomization
Embedded Systems
- MCUs: STM32, ESP32, Teensy, nRF52
- RTOS: FreeRTOS, Zephyr
- Protocols: CAN, Zigbee, LoRa, BLE
- Tools: KiCad, Altium Designer
Robotics
- Framework: ROS2 (Humble/Iron)
- Planning: MoveIt2, Nav2
- Simulation: PyBullet, Gazebo
- Precision: ±0.02mm repeatability
Infrastructure
- Cloud: AWS, Docker, Kubernetes
- Database: PostgreSQL, Redis
- CI/CD: GitHub Actions, ArgoCD
| Metric | Value |
|---|---|
| Detection Accuracy | 99.7% |
| Inference FPS | 120+ |
| Edge TFLOPS | 275 |
| Arm Repeatability | ±0.02mm |
| Sim Physics FPS | 90 |
London,UK