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⚡ Accelerating Materials Innovation with AI & Automation

I accelerate materials discovery and process development by combining machine-learning–driven design with automated, high-throughput experimentation.

Inverse Materials Design: Bayesian and generative AI
High-Throughput Experimentation: Combinatorial experiments advanced manufacturing
Automated Experimentation: AI-enabled automation of experiments
Explainable AI: Feature attribution & model transparency
Uncertainty Quantification: Confidence metrics & risk analysis

I partner with research labs and industry to deliver:

AI-Driven Materials Design
Custom machine-learning workflows for multi-property optimized design of materials
High-Throughput Workflows
Combinatorial & automated synthesis & characterization pipelines
Data Analysis & Visualization
In-depth statistical analysis, interactive plots, and actionable visual insights for strategic decision‐making
Workshops & Training
Integrated lecture sessions and hands-on workshops in AI-driven materials science, Bayesian optimization, explainable AI, and combinatorial & automated laboratory workflows.

Want to collaborate? 👉 Contact me