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Role Overview:
- Build and deploy LLM-powered systems for dynamic, real-time sports commentary and interactive avatars.
- Work with cutting-edge frameworks, RAG, and multimodal models.
Key Responsibilities:
- Fine-tune and train LLMs, integrate tools, and optimize inference.
- Develop RAG systems and deploy them into production with monitoring.
- Ensure structured output generation and agentic reasoning workflows.
What We're Looking For:
- Solid experience with LLMs in production, including training and fine-tuning.
- Proficiency in Python, PyTorch, Hugging Face Transformers, and FastAPI.
- Experience with vector or graph databases and model serving tools like vLLM, Triton, or DeepSpeed.
Nice to Have:
- Sports broadcasting or data-driven content generation experience.
- Familiarity with multimodal LLMs and open-source contributions or research in NLP/agent systems.
Valka.ai
Valka.ai builds intelligent, automated systems that power real-time commentary and interactive content for sports titles like FIFA and NBA. They are a small, fast-moving team of ML engineers, product developers, and domain experts.