Expert startup business analyst specializing in market sizing, financial modeling, competitive analysis, and strategic planning for…
Build startup metrics dashboards with key KPIs
Use to enforce PNAS Nexus's statistics and reproducibility reporting — n and replication, test choice and assumptions, effect sizes with…
Automate Statuscake tasks via Rube MCP (Composio).
Configuration reference and troubleshooting for the statusline plugin — sections, themes, bar widths, and script architecture
Per-message cost breakdown within a single session.
Infer gene regulatory networks (GRNs) from gene expression data using scalable algorithms (GRNBoost2, GENIE3).
Core Python library for astronomy and astrophysics workflows that need Astropy APIs, including units/quantities, coordinates, FITS I/O…
Comprehensive molecular biology toolkit.
Unified Python interface to 40+ bioinformatics services.
Google quantum computing framework. Use when targeting Google Quantum AI hardware, designing noise-aware circuits, or running quantum…
Constraint-based metabolic modeling (COBRA).
Distributed computing for larger-than-RAM pandas/NumPy workflows.
Align, build, review, harden, or operate a production or reproducibility-bound machine-learning system across project purpose, data and…
Produce a rigorous, sector-relative, multi-factor fundamental analysis of a publicly listed company — Indian (NSE/BSE) or US/global.
Earnings analysis for US stocks, organized by fiscal quarter: what the company reported, the editorial headline, marquee KPI highlights…
Sentiment and smart-money positioning for US stocks.
Strands conversation/context manager patterns, including sliding window with summarization.
Implements standardized, structured logging and sensitive data handling to improve application observability and debugging.
Use when designing the study behind a Global Change Biology (GCB) manuscript — manipulative experiments, observational/gradient studies…
Use when designing studies for a Journal of Educational Psychology manuscript so they meet the journal's standards for educational…