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#candidate About me: William Briggs
Senior / Lead NLP & LLM Engineer with 8+ years of experience in ML/NLP and a PhD background.
I build production-grade GenAI systems end-to-end: conversational AI, RAG pipelines, document intelligence, and LLM-based automation, with a strong focus on product impact and scalability.
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1) The job I’m looking for
Positions:
- Applied AI / GenAI Lead
- Lead / Senior Machine Learning Engineer (NLP / LLM)
- Senior Applied Scientist (NLP, LLMs)
Domains / industries:
- NLP / LLM-based products, conversational AI, RAG
- AI platforms, SaaS products
- Fintech, enterprise AI, regulated domains (optional)
Job type:
- Full-time (primary)
- Long-term contract / freelance (secondary)
Work format:
- Remote preferred
- Hybrid / onsite possible
Locations considered:
- UK
- EU
- Russia/Outside Russia
2) Who am I
Background:
- PhD in NLP
- 8+ years of experience in Machine Learning and Natural Language Processing
- Designed and deployed production AI systems used by 10k+ users, with long-term lifecycle (6+ months)
- End-to-end ownership: from problem definition and architecture to deployment, scaling, and monitoring
- Experience working in Agile product teams with cross-functional roles
Relevant skills:
- Python, PyTorch, Hugging Face, FastAPI
- LLMs, RAG, LangChain / LangGraph, vector search
- Conversational AI, multi-agent systems, prompt engineering
- Evaluation, observability, and cost/performance optimization
- Docker, Kubernetes, cloud platforms (AWS / GCP)
Salary expectations:
- Flexible, depending on role scope, responsibilities, and location
Other preferences:
- Product-focused roles with real business and user impact
- Clear ownership, measurable KPIs, and strong engineering culture