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t.me/sky820
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Ilshat Sultanov
@820kz
Data Analyst, telegram: sky820
Data-driven builder focused on computer vision for retail CCTV — person detection, tracking, and Magnum-style behavior markers that feed scoring and VLM review.
Open to
Project collaboration
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About
I care about honest metrics and systems that hold up on real store video: YOLO hybrids, pose geometry, ReID, and temporal logic on tracks — not just fitted demo scores.
Career
Experience: 2 yearsExperience
Lifeguard
High Sierra Pools
May 2015 — Sep 2015Worked as a lifeguard from May to September 2015.
Manager
Two Men and a Truck
Aug 2024 — Jan 2025Conducted pre-move surveys and calculated move costs within clients’ budgets and limitations.
• Carry out pre-move surveys • Calculate and cost the move process, often working to a client's budget and limitations
Intern
Deloitte
Jul 2023 — Sep 2023Built a VBA memo template and optimized code for faster data retrieval and graphic generation.
• Developed a sophisticated MEMO template through VBA, streamlining communication processes and enhancing document efficiency • Engineered code optimizations, significantly accelerating data retrieval and graphic generation, aligning with client specifications for enhanced performance
Data Analyst
Magnum Cash & Carry
Oct 2026 — PresentBuilt retail distribution reports and contributed to a CCTV shoplifting-assist detection pipeline using computer vision and ReID.
• Built distribution reports: SQL on PostgreSQL/Greenplum and Python Excel exports for catalogs, places, prices, and forecasts • Part of the team for shoplifting assist: person crops, YOLO/OWLv2/GEMMA/QWEN detection, video overlays, and OSNet ReID for stable person IDs.
Education
Post bachelor
Douglas College
2020 — 2022Bachelor
Almaty University of Power Engineering and Telecommunications
2014 — 2018Skills
PythonSQLPostgreSQLGreenplumYOLOOpenCV