Aditya Shrivastav

Advanced STEM Subject Matter Expert specializing in quantum mechanics and physical chemistry problem design. Expert in constructing original multi-step prompts, distractor matrices, and step-by-step Chain-of-Thought (CoT) solutions. Deliverables are generated through an offline pen-and-paper workflow and delivered exclusively as structured text files containing raw LaTeX and Markdown syntax. Available strictly for asynchronous contract pipelines; no live tutoring or video calls."

I provide highly specialized, asynchronous subject matter expert (SME) services for advanced STEM AI benchmarking. I construct complex physical science evaluation datasets, original multi-step prompts, and detailed Chain-of-Thought (CoT) step-by-step reasoning pathways entirely from scratch.

All advanced mathematical formulations—including Jacobian matrices, Hamiltonian mechanics, and Hückel secular determinants—are delivered in flawless, raw LaTeX and structured Markdown syntax.

Note: All work is done strictly asynchronously. I provide high-tier raw text data deliverables and do not offer live tutoring or identity-linked consultations.”

I’m Aditya Shrivastav, a quantum chemistry specialist with a strong focus on theoretical and computational chemistry, especially wavefunctions, molecular orbital theory, and spectroscopy. I enjoy breaking down complex multi-step chemistry reasoning into clear, structured formats that make it easier to evaluate and improve AI performance in STEM tasks.

Alongside domain expertise, I work on AI benchmark design and evaluation: building rigorous question sets, engineering plausible distractors, validating reasoning outputs, and analyzing failure modes. I also present solutions using LaTeX and Markdown to keep the math and logic precise, while designing edge cases to test model robustness across boundary conditions and scientific rules.