Create publication figures with matplotlib/seaborn/plotly. Multi-panel layouts, error bars, significance markers,...
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15,688 skills
Build slide decks and presentations for research talks. Use this for making PowerPoint slides, conference...
Create publication-quality scientific diagrams using Nano Banana Pro AI with iterative refinement. AI generation is...
Evaluate research rigor. Assess methodology, experimental design, statistical validity, biases, confounding,...
Research ideation partner. Generate hypotheses, explore interdisciplinary connections, challenge assumptions,...
Systematic framework for evaluating scholarly and research work based on the ScholarEval methodology. This skill...
Single-cell RNA-seq analysis. Load .h5ad/10X data, QC, normalization, PCA/UMAP/t-SNE, Leiden clustering, marker...
RNN+Transformer hybrid with O(n) inference. Linear time, infinite context, no KV cache. Train like GPT (parallel),...
Senior Risk Management specialist for medical device companies implementing ISO 14971 risk management throughout...
Look up current research information using Perplexity's Sonar Pro or Sonar Reasoning Pro models through OpenRouter....
Write competitive research proposals for NSF, NIH, DOE, and DARPA. Agency-specific formatting, review criteria,...
PDF generation toolkit. Create invoices, reports, certificates, forms, charts, tables, barcodes, QR codes,...
Senior Regulatory Affairs Manager expertise for HealthTech and MedTech companies. Provides strategic regulatory...
Keep README files current with project changes. Use when project structure changes, features added, or setup...
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Upgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent...
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Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA),...
Distributed training orchestration across clusters. Scales PyTorch/TensorFlow/HuggingFace from laptop to 1000s of...
Scalable data processing for ML workloads. Streaming execution across CPU/GPU, supports Parquet/CSV/JSON/images....
Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search....
Picks random winners from lists, spreadsheets, or Google Sheets for giveaways, raffles, and contests. Ensures fair,...
ISO 13485 Quality Management System specialist for medical device companies. Provides QMS implementation,...
Senior Quality Manager Responsible Person (QMR) for HealthTech and MedTech companies. Provides overall quality...