Machine Learning Engineer
TSARKA
Aug 2025 — PresentDevelop LLM-powered cybersecurity analytics systems using RAG, LangGraph-based agent workflows, vLLM, FastAPI, and observability tools.
ML Engineer with 3 years of experience in research and production AI models
Machine Learning Engineer focused on applied AI, LLM systems, RAG, and agent-based workflows. Experienced in building production AI services, deployment tooling, and research-driven ML solutions using Python, PyTorch, FastAPI, LangGraph, and modern LLM infrastructure.
TSARKA
Aug 2025 — PresentDevelop LLM-powered cybersecurity analytics systems using RAG, LangGraph-based agent workflows, vLLM, FastAPI, and observability tools.
bult.ai
Aug 2025 — PresentBuild AI-assisted deployment workflows, including RAG, tool calling, and MCP integrations that allow AI assistants to interact with deployment infrastructure and services.
University of Bremen
Dec 2024 — Jul 2025Worked on transformer-based deep learning models for EEG signal analysis using PyTorch, PyTorch Lightning, MNE, and BrainDecode, covering data preprocessing, model training, and evaluation.
Nazarbayev University
Jun 2024 — Aug 2024Developed computer vision and deep learning solutions for robotics research, including video representation learning, sensor data processing, and multimodal ML experiments using PyTorch, OpenCV, CLIP, and transformer models.
Jacobs University
2022 — 2025