AI automation engineer and technical delivery lead with close to 10 years of experience in IT projects, infrastructure, integrations, and applied AI.
Most recently, I led 30 engineers building an AI assistant for Android TV boxes. I also design LLM workflows, RAG systems, speech pipelines, and local AI deployments for sensitive data.
I work on both the technical and delivery sides: requirements, architecture, debugging, and evaluation. I prefer simple, testable systems over complicated demos.
Technical Project Manager / Lead Engineer
SDMC Technologies · Jun 2024 - Aug 2026 AI · hardware
- Led a team of 30 engineers building an AI assistant for Android TV boxes, including hardware, software, and service integration
- Oversaw development of gesture detection, background noise reduction, live subtitles, and real-time translation
- Turned client requests into requirements, priorities, and acceptance criteria for the engineering team
- Ran technical discussions and tracked delivery in Jira, YouTrack, and TAPD
- Helped diagnose compatibility, performance, and reliability problems, then coordinated fixes across teams
IT Project Manager
GlobTel GmbH · Sep 2020 - May 2024 AI · infra
- Modernized IT infrastructure and led hardware and database integrations
- Built and supported a customer-facing AI application and added AI to existing workflows
- Used data and machine learning to support personalization and decision-making
- Coordinated requirements, implementation, and support with technical and business stakeholders
Founder
HelixWorks · Jul 2020 - Present consultancy
- Run a consultancy that builds AI automation, integrations, and workflow tools for business clients
- Design self-hosted n8n workflows connecting LLMs, webhooks, custom APIs, WordPress, Slack, Telegram, Twilio, and ElevenLabs
- Build prototypes for private RAG, OCR, transcription, voice agents, and local inference with Docker and GPU hardware
- Map business processes, write technical documentation, and prepare implementation plans for clients
Service Engineer
Huawei · Nov 2018 - Aug 2020
- Diagnosed and repaired devices as an authorized engineer
- Improved internal processes to reduce turnaround time
IT Analyst
IKEA · Oct 2017 - Nov 2018
- Provided L1/L2 support with fast issue resolution
- Supported internal IT projects and infrastructure stability
03
Selected projects
// 6 featured builds
AI content operations pipeline
Built an n8n workflow that researches topics, generates structured JSON with an LLM, publishes to WordPress, and sends drafts to Slack for review. Publishing stays behind a human approval step.
n8nLLMsJSONWordPress
Private legal RAG and evaluation
Built a legal document search workflow that runs locally. It uses OCR, hybrid retrieval, a vector database, and SQL metadata. I used LangChain and LangGraph, then tested answer quality with LLM evaluations.
RAGLangChainLangGraphSQL
Call-center QA agents
Built AI agents that transcribe and evaluate call-center conversations, then monitor call quality. The local pipeline uses WhisperX, Pyannote, GPU acceleration, and separate transcription and analysis stages.
AI agentsWhisperXPyannoteGPUDocker
Voice agent and post-call automation
The workflow connects Twilio and ElevenLabs to Telegram and a post-call webhook. It collects caller information and sends a structured summary.
TwilioElevenLabsTelegram
Local and edge AI infrastructure
Built and tested local inference on NVIDIA, AMD, and Axelera hardware. Packaged services with Docker, exposed OpenAI-compatible APIs, and deployed FastAPI endpoints for speech and edge AI workloads.
NVIDIAAMDAxeleraDockerFastAPI
Document-to-AI ingestion
Built an OCR-to-Markdown workflow for scanned documents. It preserves headings, tables, checkboxes, and layout structure for later automation and RAG indexing.
OCRMarkdownDocument AIRAG
2008 - 2013
Bachelor's Degree in Law
Institute of Law · Belarus