Станіслав

Computer Vision Engineer
Stanislav Hryshchenko
Computer Vision Engineer with a strong engineering and software
development background, capable of designing and implementing real-time
computer vision systems from algorithmic concepts through to complete,
working applications. Strong understanding of computer vision, object
detection and tracking, motion estimation, sensor fusion, and real-time
processing, with a focus on robustness, resource constraints, and failure
recovery.
Experienced full-stack JavaScript engineer with a broad software engineering
background, including Python, JavaScript/TypeScript, Docker, APIs, data
handling and data storage systems. Nearly 15 years of prior engineering
experience further contribute a practical systems-thinking approach to
problem solving.
Recent Computer Vision projects focus on real-time and resource-constrained
systems, including autonomous-drone scenarios, target tracking, camera
motion compensation, safety/resource policies, and graceful recovery from
Contacts sensor failures. Interested in building reliable Computer Vision systems that
[open contact info](look above in the "contact info" section) connect perception algorithms with real-world system constraints.
stanislavGrishchenko
Linkedin
Github
[open contact info](look above in the "contact info" section)
Projects
1. Real-Time Drone Vision System ...[ YOLOv8n, OpenCV, OpenVino, ByteTrack, CSRT ]
2. Camera Compensation Tracker ...[ YOLOv8n, RANSAC, ORB, ByteTrack ]
Tech Skills 3. Real-Time Drone Estimator: IMU-Vision Fallback ...[ OpenCV ]
YOLO
ByteTrack
Docker
GStreamer Work Experience
ML fine-tuning FullStack Developer | NDA
PyTorch July 2024 - up to now | Ukraine
BLIP Developing responsive layouts
DINO Integrating client-side and server-side logic
ONNX Unit testing and debugging
TensorBoard
Process engineer | ZIP
August 2019 - up to now | Ukraine
Creating recipe for product.
Soft Skills Document support.
Laboratory testing.
Perseverance
Problem solving
Critical thinking
Adaptability Education
Leadership GOiT
Teamwork Full Stack Developer
December 2022 - November 2023 | Ukraine

Oles Honchar Dnipro National University
Chemistry
September 2005 - May 2010 | Ukraine

Languages
English Professional working proficiency
Ukrainian Native or bilingual proficiency