
Dinar Orazgaliyev
Fähigkeiten und Kenntnisse
Werdegang
Berufserfahrung von Dinar Orazgaliyev
- Current 1 year and 9 months, since Sep 2024
Research Assistant
DFKI GmbH
• Architected Forcateri, a modular PyTorch-based MLOps framework that standardized the end-to-end training and evaluation lifecycle for time-series models. • Engineered a high-performance ensemble (TFT, TCN, XGBoost, CatBoost) achieving a 11.3% MAPE, delivering a 10% accuracy lift over established baselines. • Integrated ClearML for robust experiment tracking and automated hyperparameter optimization (HPO), significantly reducing manual iteration cycles.
- 8 months, Feb 2024 - Sep 2024
Data QA
Sxope
• Developed SQL-based validation and monitoring for medical data pipelines handling 10k+ daily records. • Identified data inconsistencies and anomalies using BigQuery, improving pipeline reliability and debugging speed.
- 2 years and 4 months, May 2021 - Aug 2023
DCS Engineer
KMG Automation
Responsible for maintenance activities, which consist of programming DCS systems, troubleshooting problems, and working closely with Process engineers while developing improved processes. Also, responsible for the stable integration of software with other IT applications, networks, and databases. Writing SQL queries to fetch alarms.
- 2 years and 4 months, May 2021 - Aug 2023
Distributed Control Systems Engineer
KMS Automation GmbH
- 1 year and 5 months, Dec 2019 - Apr 2021
Automation Engineer
KMG Automation
Responsibilities include the following deliverables: servers and network switch configurations, active directory administration and server virtualization. Was responsible for applications and HMI configurations during Foxboro DCS upgrade projects.
- 1 year and 5 months, Dec 2019 - Apr 2021
Automation engineer
KMS Automation GmbH
- 8 months, Apr 2019 - Nov 2019
Data Engineer
Nordal
Was responsible for historical data migration from Oracle database to MSSQL database, and developing automated web-reports on SSRS and day-to-day loaders. Developed the queries for OLAP and OLTP.
Ausbildung von Dinar Orazgaliyev
- 4 years and 10 months, Aug 2014 - May 2019
Bachelor in Electrical and Electronic Engineering
Nazarbayev University
Sprachen
Russian
C2 (Verhandlungssicher / Muttersprachlich)
English
C1 (Fließend)
German
A1-A2 (Grundkenntnisse)
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