Computer Vision EngineerSergek Technologies
Talgat
Technical Lead with more than 10 years of
experience in solving software engineering
problems that require R&D in computer
vision, deep learning, and machine
learning. High data preparation and
management skills combined with the
knowledge of technologies to work with
data and data streams. Track record of
multiple deployed projects (research and
industrial) on detection, classification and
feature analysis.
Open to
Talgat's timeline
Computer Vision EngineerSergek Technologies
R&D and deployment of the deep learning models for video analytics from real-time camera streams.
FounderNception Labs
Lead R&D and deployment of a face and license plate analysis system with 4 engineering teams: Analytics, Mobile, Frontend, and Backend Developers.
Principal InvestigatorAstana IT University
- R&D in action recognition from video. 1 research paper is under review.
- R&D in driving behavior analysis.
- Created machine learning models (RF, MLP, DT, KNN) to identify drivers from vehicle sensors' data.
- Created an API for the face recognition pipeline (FastAPI, OpenVINO Model Server).
ResearcherNazarbayev University
- R&D in Optical Character Recognition and Speech Recognition.
- 2 research papers were published on Speech Recognition.
Data Science Team LeaderTengri Lab
- Deployed two projects on face detection and identification using Triton Inference Server, Deepstream, and FAISS technologies
- Deployed a system to update the biometric database by predefined schedule following customer needs (Apache Airflow, PostgreSQL, FAISS, face detection, face identification)
Computer Vision EngineerTengri Lab
- Trained and made into production face detection and feature extraction models
- Created an API to work with face detection and feature extraction models
- Created a pipeline to process video streams from multiple cameras (Triton Inference Server, TensorRT)
- Increased the speed of the vector similarity search database 20 times by utilizing FAISS
- Created docker images for the above tasks.
Senior LecturerAl-Farabi Kazakh National University
Courses taught:
- Software Engineering
- Object-Oriented Programming
- Research Project
- Operating Systems
- Robotics
Team LeadInstitute of Information and Computational Technologies
- Development of human-machine interfaces to control robots (Android, WinForms, Console) - more than 5 projects fulfilled
- Research in the field of control and trajectory planning of robotic systems
- Sensor related tasks: choose, gather data, tasks related to filtering and fusion (PIR, sonar, camera, touch, gyro)
- Experience of using micro controllers and single board computers like Arduino, PIC32, Raspberry PI, Jetson TK1 (Raspbian, Debian) - 2 projects
- Computer Vision related tasks: object recognition (template matching, edge detection, feature extraction, emotion recognition), leader following approach (detecting an object and following it) - resulting in 2 projects, 2 applications (Python, C++, PyTorch)
Database SpecialistKazkommertsbank
- PL/SQL development, stored procedures writing
- Development of electronic workflow system, design of user interfaces
- Writing web procedures in PL / SQL - more than 10 modules
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