Контактная информация

Соискатель указал телефон , эл. почту и LinkedIn.

Получить контакты этого кандидата можно на странице https://www.work.ua/resumes/16646842/?puid=2598839

Опыт работы

AI engineer

с 09.2023 по 04.2025 (1 год 8 месяцев)
Askflow AI, Дистанційно (IT)

Developed all AI functionality and features for the Askflow AI product.

AI engineer

с 09.2023 по 03.2025 (1 год 7 месяцев)
Fourmeta Agency, Дистанційно (IT)

Designed LLM-based quiz-generation tool with API. Developed several interactive chatbots for instagram and other services.

System analyst

с 03.2021 по 10.2022 (1 год 8 месяцев)
Maxify, Дистанційно (IT)

- Developed tools for dynamic pricing simulations and KPIs evaluation.
- Designed new solutions for fixing the overprice problem and increasing plan completeness.
- Improved performance of Maxify real estate dynamic pricing product.
- Developed tool for automated real estate income plan correction based on sales amount.

Data scientist

с 02.2021 по 06.2022 (1 год 5 месяцев)
M4U, Київ (IT)

- Designed interior classifier for quality assessment based on photographs.
- Improved price calculation methods used in P/ARC(Mappy) product
- Developed prototype ASR system for sales managers performance assessments.

Образование

Institute of Information Technologies and Systems of the National Academy of Sciences of Ukraine

Computer Science, Київ
Высшее, с 2022 по 2026 (4 года)

I’m currently studying for a PhD at Institute of Information Technologies and Systems of the National Academy of Sciences of Ukraine. Theme of the PhD thesis: “Automation of Cognitive Modeling of Solutions: A Meta-Heuristic Approach to Adaptive Generation and Validation of Iterative Prompt Architectures for Solving Non-Trivial Problems.”

Taras Shevchenko National University of Kyiv

Faculty of Computer Science and Cybernetics, Specialty: "artificial intelligence", Київ
Высшее, с 2017 по 2019 (2 года)

Theme of the master's thesis : “Generation of coherent text using recurrent neural networks”.

Kyiv National Economics University

Faculty of Information Systems and Technologies, Specialty: "economic cybernetics", Київ
Высшее, с 2013 по 2017 (4 года)

Theme of the thesis: "Application of fractal geometry in modeling of economic systems".

Знания и навыки

• Flutter
• PyTest
• Regular expressions
• Data visualization
• Робота з OCR-системою
• Sales forecasting
• NumPy
• Pandas
• Keras
• OpenCV
• JSON
• Creation of chat bots
• LaTeX
• Prolog
• C++
• Flask
• FastAPI
• Web Scraping
• Data preprocessing
• Work with a large amount of information
• AI prompting
• Llm agents
• LangChain
• Rag
• VS Code
• MS Azure
• AWS
• Computer vision
• Writing academic articles
• Application of artificial intelligence
• Knowledge of NLP techniques
• Machine learning
• PyTorch
• Python
• Docker
• GitHub
• Знання принципів ООП
• SQL
• HTML
• Бажання вчитися і розвиватися
• MS Excel
• MS Power BI
• MySQL
• PostgreSQL
• Здатність до навчання
• TensorFlow
• Zapier
• MATLAB
• Kubernetes
• XGBoost

Знание языков

• Английский — выше среднего
• Украинский — свободно

Дополнительная информация

Accomplishments:
- Designed and implemented web scraping and data acquisition pipelines for structured and unstructured web data, including parsing, cleaning, and integration into ML workflows.
- Applied statistical analysis, clustering, dimensionality reduction, and time-series forecasting for analytical and decision-support tasks.
- Developed and evaluated rule-based algorithmic trading strategies, applying time-series analysis, statistical indicators, and automated decision logic.
- Developed end-to-end computer vision pipelines, from dataset collection and annotation to OCR-based document analysis and fine-tuning of image classification models.
- Implemented ASR and speech-processing pipelines for speech-to-text and audio data analysis (Vosk, Kaldi).
- Worked with Knowledge Graphs, ER modeling, and graph algorithms, including entity resolution (Senzing, Aleph) and graph-based reasoning.
- Conducted scientific research in NLP and LLM-driven taxonomy construction, including rank-based and iterative prompt frameworks.
- Applied prompt engineering and meta-prompting techniques to improve reliability, controllability, and evaluation of LLM-driven systems.
- Built RAG-based e-commerce chatbots operating on product catalogs and merchant data via vector databases and structured context injection.
- Designed and implemented LLM-powered quiz generation systems at Askflow AI, enabling dynamic, product-aware quizzes using RAG and prompt orchestration.
- Designed and maintained ML experimentation and deployment pipelines, supporting reproducible training, evaluation, and deployment (Docker, MLflow, ZenML).
- Used no-code automation and AI-assisted development tools to rapidly prototype, integrate, and iterate on AI systems and workflows (n8n, Zapier, Make, Cursor, Warp).
- Partnered with product and engineering teams to design and deliver practical AI solutions from abstract requirements.
- Has the capability to rapidly acquire and apply expertise in new ML and AI problem domains.

Desired roles:
NLP Engineer / LLM Engineer / Applied Research Engineer / Computer Scientist

What I am looking for:
- Work on meaningful, non-trivial problems where AI systems deliver real value rather than superficial automation.
- Projects involving LLMs, Knowledge Graphs, RAG systems, GNNs, or hybrid symbolic–neural approaches.
- Opportunities to grow simultaneously as a researcher and an engineer, bridging theory, experimentation, and production systems.
- Tasks that emphasize thinking, modeling, and system design, rather than prompt wrapping or API glue code.
- Environments that value engineering rigor, interpretability, and long-term system quality.
- Collaboration with strong technical teams, research groups, or product teams building intelligent systems at scale.

Preferred focus areas:
- Information Extraction, NER, Question Answering, Summarization
- LLM-based agents, reasoning, and tool-augmented systems
- Knowledge Graphs, structured representations, explainable AI
- Multi-modal NLP and Vision–Language systems