Shibo Zhu
Hi, I'm Shibo Zhu, a machine learning scientist with a strong background in probabilistic modeling and multi-language tooling I enjoy building infrastructure for scalable experimentation and deploying algorithms in…
About
Hi, I’m Shibo Zhu, a machine learning scientist with a strong background in probabilistic modeling and multi-language tooling I enjoy building infrastructure for scalable experimentation and deploying algorithms in complex systems.
- 1 year's experience
- Joined October 2025
Languages
- EnglishFluent
- Spanish; CastilianFluent
- ChineseFluent
Industry experience
- Software & Internet
- Education
- Professional Services
- Media & Entertainment
- Life Sciences
Work experience
Designed and developed benchmarking frameworks for Bayesian inference in networked systems. Implemented and optimized MCMC methods (Hamiltonian, Metropolis-Hastings) to speed convergence and reduce computation. Improved diagnostics (e.g., effective sample size) and parallel chain architectures. Built cross-language implementations using Rstan (R), JAX (Python), and Turing.jl (Julia).
Design prompts and instruction templates for cutting-edge large language and multimodal models to elicit accurate, useful outputs. Evaluate and rate model responses on accuracy, relevance, safety and style; provide structured feedback used for model fine-tuning.
Education
Certifications and awards
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