PORTFOLIO

SMART HOME CAMERA

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face and pet detection, Gunshot detection, Wake word

Running models on a small embedded platforms

COMPUTER GAMES ANALYSIS

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Image and video: Players segmentation, weapons detections, kill detection

Audio: gunshot detection, weapon type classification by gunshot audio, Grande detection

Game play analysis and logging: who killed who with which weapon, interesting game points

PORTFOLIO

IOT

Computer vision on raspberry pi
Person detection counting and tracking on raspberry pi
Railway object detection with NVIDIA Jetson

SENSORS

3D camera and LIDAR integration with Jetson nano / Jetson xavier
Working with Intel RealSense camera for depth perception

PORTFOLIO

CLOUD PROCESSING

Analyzing image and video in NVIDIA dockerized instances

AWS Sagemaker environment for experiments /training

AWS /Azure “IoT cloud architecture” implementation

Optimizing models for production and deployment on NVIDIA GPU containers

AUTONOMOUS

Autonomous vehicle - running SLAM, lane detection, unscented Kalman filter
Teleoperation – low latency video encoding for remote driving, WebRTC for teleportation
Drones – low latency video encoding, WebRTC distribution H264/VP9