Search Skills

Offers AI-ready drug discovery datasets including ADME, toxicity, and DTI with benchmarks and scaffold splits for therapeutic machine learning.

Downloads videos from platforms like YouTube in multiple formats and quality options for offline viewing, editing, or archival purposes.

Queries Reactome REST API for pathway analysis, gene-pathway mapping, and molecular interaction studies in systems biology research.

Expert guidance for fast fine-tuning of AI models using Unsloth, achieving 2-5x speedup and 50-80% memory reduction via LoRA/QLoRA optimization.

Automates research information lookup using Perplexity's Sonar models via OpenRouter, providing citations for academic papers, studies, and technical documentation.

Guides product positioning, GTM strategy, competitive analysis, and market entry planning for product marketing teams.

Scalable data processing for ML workloads, supporting Parquet, CSV, JSON, and images. Integrates with Ray Train, PyTorch, TensorFlow for distributed ETL and preprocessing.

Provides executive leadership guidance for strategic planning, board governance, investor relations, and organizational development.

Provides molecular data processing including SMILES parsing, descriptor calculation, and substructure search for cheminformatics applications.

Provides expert guidance on EU MDR 2017/745 compliance for medical devices, including gap analysis, technical documentation, and regulatory interpretation.

Synthesizes research from multiple Notion sources into structured documentation, including briefs, comparisons, and reports with citations.

A Python library for efficient storage and processing of large scientific datasets using chunked arrays, with cloud storage integration and compatibility with NumPy, Dask, and Xarray.

Provides a state-space model architecture (Mamba) for efficient sequence processing with O(n) complexity, 5× faster inference, and million-token sequence support without KV cache.

Enables genomics pipeline development and execution on DNAnexus cloud platform via dxpy SDK for data management and analysis of FASTQ/BAM/VCF formats.

Specialist in managing Corrective and Preventive Actions (CAPA) within Quality Management Systems, including root cause analysis and continuous improvement coordination.

Interactive Python library for creating scientific, statistical, and financial visualizations including charts, plots, and dashboards with customizable options.

Builds modern, performant web applications with ReactJS, NextJS, TypeScript, and Tailwind CSS. Features component scaffolding, performance optimization, and UI best practices.

Detects and reports system resources (CPU, GPU, memory) to guide computational strategy for scientific tasks, including recommendations for parallel processing and GPU acceleration.

Guides mechanistic interpretability research using TransformerLens to inspect transformer internals, attention patterns, and activation patching experiments.

Expert FDA regulatory consulting for medical device companies, covering QSR compliance, HIPAA evaluations, cybersecurity guidance, and submission strategy.

Provides quantum simulation and analysis for quantum systems, including states, operators, and dynamics, using QuTiP.

Comprehensive full-stack development skill for building web applications with React, Next.js, and Node.js, covering architecture, code quality, and project setup.

Query ChEMBL database for bioactive molecules, retrieve bioactivity data (IC50, Ki), and perform structure-activity relationship studies in medicinal chemistry.

Provides type-safe structured output generation for AI models using Pydantic, ensuring valid JSON/XML/code with local model support and optimized speed.