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Ілля
Python Developer, Data Engineer
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Summary
Master’s student in Software Engineering with strong expertise in Python development, Data Engineering, and Backend
systems. Experienced in building ETL pipelines, developing desktop applications with PostgreSQL, and integrating AI/ML
models. Skilled in process automation, smart contract interaction, and processing unstructured data. Seeking a technical role
to apply skills in software architecture and data processing.
Skills
Python (Advanced - Asyncio, OOP), SQL (PostgreSQL), Algorithms, Pandas, NumPy, OpenCV, YOLO, Hugging Face
Transformers, ETL pipelines, Docker, Git, Linux, PyInstaller, PyQt, Web3.py, REST API, Data Security (Encryption), Agile
Experience
Treasure | San Francisco, CA (Remote)
Python Automation Developer / Data Engineer | 01/2024 - 01/2026
Automation: developed Python scripts to scrape and aggregate market trend data from blockchain sources, replacing
manual data entry.
Smart Contracts: automated interaction with crypto wallets and verified smart contract transactions using Web3 libraries.
Data Processing: built data cleaning pipelines to prepare datasets for product strategy analysis.
Optimization: identified bottlenecks in content management workflows and implemented script-based solutions, reducing
manual work by 30%.
Projects
Financial Activity Analysis Tool (Desktop App) | Python, PostgreSQL, PyQt
Engineering: architected a normalized PostgreSQL database to track income, expenses, and tax records with strict
data consistency.
Security: implemented AES encryption to ensure secure storage of sensitive financial data.
Functionality: developed a responsive desktop interface for automated reporting and data visualization.
AI-Powered Audio Processing System | Python, Vosk, Transformers
Pipeline: developed a local pipeline for processing large volumes of audio data without external APIs.
ML Integration: utilized Vosk for offline speech recognition and Hugging Face Transformers for neural translation.
Performance: optimized processing speed for large datasets using caching and multi-threading.
Computer Vision Research (Academic) | Python, YOLO, OpenCV
Developed real-time object detection models using YOLO and CNN.
Conducted comparative analysis of detection algorithms (Haar Cascades vs Neural Networks).
Education
Taras Shevchenko National University of Kyiv | Kyiv, Ukraine
Computer Software Engineering, Master's degree | 06/2026
Focus: Data Analysis, Algorithms, and High-load Systems.
NULES of Ukraine | Kyiv, Ukraine
Computer Software Engineering, Bachelor's degree | 06/2024
Courses & Certifications
Python 3: Deep Dive (Parts 1-4) | Udemy: advanced memory management, asynchronous programming, and internal
optimization.
Object-Oriented Design | University of Alberta: SOLID principles, Design Patterns, UML.
Advanced SQL for Data Analysis: window functions, CTEs, complex queries.
Cybersecurity Essentials | Cisco: understanding of data protection principles (relevant for Data Quality/Security).
Power BI Essentials: dashboard design and data modeling.
English for IT 1-2 | Cisco
Languages
English: Upper-Intermediate (B2)
Ukrainian: Native
Russian: Fluent
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