Search Skills

Strategic product leadership toolkit for Head of Product, enabling OKR cascade, market analysis, vision setting, and team scaling for effective business planning and goal alignment.

Computational pathology toolkit for AI-driven analysis of whole-slide images, multiplex imaging, and spatial proteomics data in medical workflows.

Orchestrates distributed training for PyTorch, TensorFlow, and HuggingFace models across clusters, supporting hyperparameter tuning and scaling to thousands of nodes.

Provides proven architectural patterns for designing efficient n8n workflows, covering API integrations, database operations, and scheduled tasks.

Provides strategic regulatory guidance, submission management, and global compliance coordination for HealthTech and MedTech companies.

High-performance NLP tokenization supporting BPE, WordPiece, and Unigram. Integrates with Hugging Face Transformers for research and production.

Provides programmatic access to Ensembl's REST API for genomic data retrieval, including gene, sequence, and variant analysis across multiple species.

Computational materials science toolkit for crystal structure analysis, band structure calculations, and Materials Project integration.

Toolkit for phylogenetic tree manipulation, evolutionary event detection, and visualization using NCBI taxonomy in phylogenomics research.

Automates scientific research workflows from data analysis to LaTeX publication via multiagent AI, supporting methodology development and literature searches.

Automates execution of implementation tasks from markdown design documents, supporting feature implementation, task resumption, and batch processing.

Offers on-demand and reserved GPU cloud instances for ML training/inference with SSH access, persistent storage, and multi-node clusters.

Queries NHGRI-EBI GWAS Catalog for SNP-trait associations, p-values, and summary statistics to support genetic epidemiology and polygenic risk score analysis.

Accesses NCBI GEO database to search, download, and retrieve gene expression datasets (microarray/RNA-seq) in SOFT/Matrix formats for transcriptomics analysis.

Builds and deploys bioinformatics workflows with Latch SDK, Nextflow/Snakemake integration, and LatchFile/LatchDir data handling.

Provides tools for reinforcement learning development, including PPO training, custom environment creation, and integration with Gymnasium and PettingZoo.

Provides tools for biological sequence analysis, phylogenetic tree construction, and microbiome diversity metrics including UniFrac and PERMANOVA.

Searches and deploys services from Railway's template marketplace, enabling rapid setup of applications like Ghost, Strapi, and n8n without manual configuration.

Python library for reading, writing, and processing DICOM medical imaging files, including metadata, pixel data, and anonymization.

Quantizes LLMs to 8-bit or 4-bit, reducing memory usage by 50-75% with minimal accuracy loss for efficient inference.

Evaluates large language models against 60+ academic benchmarks, supporting industry-standard tools for model comparison and research reporting.

Specializes in ISO 27001/27002 implementation, ISMS design, risk assessment, and compliance for HealthTech and MedTech security programs.

Open-source platform for tracing, evaluating, and monitoring LLM applications to debug, assess performance, and gain real-time production insights.

Open-source database for storing AI embeddings and metadata, enabling vector search and RAG applications with a simple API.