Ілля

Illia Zakharov

Work permit: Poland | Date of birth: 02/10/2004 | Gender: Male | Phone: [відкрити контакти](див. вище в блоці «контактна інформація») (Mobile) | Email

address: [відкрити контакти](див. вище в блоці «контактна інформація») | Address: Poznan, Poland (Home)

ABOUT ME

Who am I?

I am a Electronics and Telecommunications graduate with a strong foundation in machine learning, data
science, computer architecture, digital logic design, wireless communications and networking.

My academic and personal projects reflect a strong interest in AI and machine learning, particularly in the
areas of large language models (LLMs) and natural language processing (NLP).

I enjoy exploring modern AI systems and applying them to practical problems through experimentation and
development.

Through my studies, I have developed knowledge across a broad range of technical domains, enabling me to
approach problems from multiple perspectives and adapt quickly to interdisciplinary projects.

Projects:
• Developed training pipeline for GPT style model inspired by nanoGPT with modern architecture utilizing
RMSNorm, RoPE, GQA and Flash Attention
• Designed and implemented a multi-agent LLM pipeline for infinite novel-style story generation,
incorporating RAG-based knowledge retrieval, automated error recovery, hallucination detection, and
mechanisms to prevent context drift during long-form generation.

Relevant coursework: Probability Theorem, Calculus, Linear Algebra, Signal Theory, Object and Event
Recognition, Computer and Telecommunication networks, Programmable digital circuits, Microprocessors,
Numerical methods

EDUCATION & TRAINING

01/10/2022 - 12/02/2026 - POZNAN, POLAND
ELECTRONICS AND TELECOMMUNICATIONS (B.ENG)- POZNAN UNIVERSITY OF TECHNOLOGY
Thesis: Usage of machine learning in application of generative storytelling | Website: https://put.poznan.pl/

SKILLS

C/C++ | C# | Python | Agentic AI | Rust | Linux | git | PyTorch | LLM | XGBoost | ML | SQL | NLP | RAG | Docker
| Streamlit | REST | GCP | LangChain

LANGUAGE SKILLS

Mother tongue(s): UKRAINIAN | RUSSIAN

UNDERSTANDING SPEAKING WRITING

Listening Reading Spoken production Spoken interaction

ENGLISH C2 C2 C1 C1 C1

POLISH B2 B2 B2 B2 B2