PORTFOLIO

SMART HOME CAMERA
face and pet detection, Gunshot detection, Wake word
Running models on a small embedded platforms
COMPUTER GAMES ANALYSIS
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
