AI Architect & Consultant — I ship production LLM systems, and I know the law that governs them. NLP researcher and lecturer, MA in Law. Fully remote since 2017.
🌐 augustyniak.ai · 📄 Publications · ✍️ Blog · 💼 LinkedIn
- JetBridge AI — Principal AI Scientist. GenAI systems for clients in finance, automotive, legal and government: LLM orchestration, multi-agent systems, production ML pipelines.
- PanasonicWELL — AI Solutions Architect. Conversational agents for family wellness: RAG over personal and household context, multi-step task planning, integration across third-party health and scheduling services.
- BUY-IT.AI — co-founder. Multimodal product detection in video: object detection and vision-language models identify fashion items frame by frame and match them to real retail inventory.
- AI-Tax — retrieval system over Polish tax law. Hybrid keyword + semantic search across court judgments, tax interpretations and acts, with every answer traceable to its source document.
- Forward deployment of AI agents — from ideation through pilot to a system that runs in production
- Multi-agent orchestration, RAG pipelines, evaluation harnesses and LLM cost/latency tuning
- The intersection of law and AI: IP in generative models, GDPR, the AI Act, responsible deployment
- Building and leading ML/DS teams, and defining data strategy
Peer-reviewed at NeurIPS (twice, incl. the Datasets & Benchmarks track), ACL, EMNLP and INTERSPEECH. Reviewer for NeurIPS, ACL, NAACL, EMNLP, EACL and AACL. Visiting researcher at Stanford, NTU Singapore, the Jožef Stefan Institute, Universidad Carlos III de Madrid and STA Ljubljana.
Topics: sentiment analysis and opinion mining, spoken language understanding, information extraction, benchmarks for Polish and multilingual NLP.
Google Scholar · ORCID · DBLP · ACL Anthology
- awesome-sentiment-analysis —
curated list of sentiment-analysis papers, datasets and tools
- LEPISZCZE —
comprehensive NLP benchmark for Polish (NeurIPS 2022)
- mms_benchmark —
massively multilingual corpus of sentiment datasets (NeurIPS 2023)
- polish-sentiment-analysis —
sentiment analysis toolkit for Polish
Lecturer at Wrocław University of Science and Technology — the legal, social and ethical aspects of AI (IP rights, GDPR, the AI Act, blockchain and smart contracts).
- Punktoza Search — keyword and semantic search over the Polish ministerial lists of journals and conferences, with discipline filtering
- LLM Comparison · Token Cost Calculator · AI ROI Calculator
I hold an MA in Law alongside my CS background, and I've been merging them since 2014. In practice that means AI systems designed to be GDPR- and AI-Act-compliant from day one, not retrofitted after a legal review kills the launch.
Also: TOP 500 Innovators programme for science management and commercialization (Cambridge & Oxford, 2015), and research stints across Singapore, Spain, Slovenia, the UK and Poland.