To become a global ML Engineer who solves complex business challenges through cutting-edge AI.
### Why Japan? I have always admired Japan's engineering culture and dedication to quality. My goal is to immerse myself in this environment, contribute my expertise in Machine Learning, and eventually become a bridge between international and Japanese engineering teams. ### Professional Goals I define my success by the tangible business value my code delivers. Having generated significant revenue ($300k/mo) and improved user metrics at Avito, I want to apply this "product-oriented" mindset to a Japanese company. **Specifically, I aim to:** 1. **Deepen expertise in LLMs & GenAI:** Continue building RAG systems and intelligent assistants that solve real-world problems. 2. **Master MLOps:** Ensure that the models I build are not just accurate but scalable and reliable in production. 3. **Cross-cultural Growth:** Learn Japanese to business level to collaborate effectively and share knowledge across borders.
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