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- ## 👥 Join the Team
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- WithinUsAI is actively expanding and seeking collaborators. We are looking for individuals who want to build systems-level AI, not just fine-tune models.
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- ### 🧠 Roles We Are Looking For
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- **Model Architecture & Research**
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- * PyTorch / transformer developers
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- * Recursive system designers
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- * MoE architecture experimentation
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- * LLM merging and fine-tuning engineers
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- **📊 Dataset Engineering**
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- * Synthetic dataset generation
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- * Reasoning trace construction
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- * Evaluation dataset design
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- * Data pipeline optimization
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- **⚙️ Systems & Infrastructure**
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- * Training pipeline engineers
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- * GGUF / inference optimization specialists
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- * Multi-GPU & TPU scaling workflows
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- * Deployment automation
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- ## 🚀 Why Work With Us
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- You will be contributing to systems that:
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- * Evolve through structure, not scale alone
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- * Operate as agentic reasoning environments
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- * Integrate datasets, models, and recursive learning loops
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- * Combine fine-tuning, merging, and MoE synthesis into unified workflows
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- **We are not building static models. We are building adaptive computational ecosystems.**
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- ## 🤝 How to Get Involved
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- If you want to contribute:
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- * Open a discussion or issue on a repository
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- * Propose experiments in training, merging, or MoE design
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  ## 🌌 Vision
 
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  ## 🌌 Vision