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shiv.

Aspiring ML engineer focused on intelligent systems and creative AI

VIT-AP University

Talk to shiv. about

  • Offline reinforcement learning

    How to learn operational policies from collected data for cooling-system optimization

  • Cover version retrieval

    How to identify cover performances despite changes in instrumentation, arrangement, and tempo

  • LLMs and AI agents

    How transformers, inference, and AI agents can support modern AI systems

  • Creative AI and music

    How to build intelligent music systems, generative audio, and creative AI tools

  • Research-driven product

    How research ideas can become practical products with genuine technical depth