Lance Miguel SD. Evangelista
Community@yezez9
Data Science student | Python, Data Analyst (Business Intelligence) | ML, GIS |
Agent Skills by Lance Miguel SD. Evangelista
Showing 174 vetted skills indexed across 1 GitHub repositories.
metabolomics-workbench-database
Query the NIH Metabolomics Workbench REST API for metabolomics data.
benchling-integration
Automate Benchling lab data management via its Python SDK and REST API.
networkx
Create, manipulate, and analyze complex networks and graphs with Python.
anndata
Manage annotated data matrices for single-cell genomics workflows.
scikit-survival
Fit survival models and evaluate with C-index, AUC, and Brier score.
qiskit
Build, optimize and execute quantum circuits on simulators and hardware backends with Qiskit.
uspto-database
Search USPTO patent and trademark databases via specialized APIs.
scientific-brainstorming
Generate novel research hypotheses through conversational brainstorming.
kegg-database
Query KEGG REST API for pathways, genes, compounds, and ID conversion.
pymc
Build and validate Bayesian models with PyMC using MCMC sampling.
paper-2-web
Convert LaTeX or PDF academic papers into websites, videos, and posters.
perplexity-search
Search the web via Perplexity models through LiteLLM and OpenRouter.
research-lookup
Route research queries to Parallel Chat API or Perplexity sonar-pro-search.
shap
Compute SHAP feature attributions and generate explanation plots for machine learning models.
zinc-database
Search the ZINC database by ZINC ID, SMILES, or supplier codes.
umap-learn
Perform UMAP dimensionality reduction on high-dimensional datasets for visualization and clustering.
interpro-database
Query the InterPro database for protein family, domain, and functional site annotations.
imaging-data-commons
Query and download cancer imaging datasets from the NCI Imaging Data Commons using the idc-index Python package.
geomaster
Process geospatial vector and raster data for remote sensing and GIS analysis.
sympy
Perform symbolic mathematics computations with SymPy in Python.
vaex
Process and analyze large tabular datasets exceeding RAM with out-of-core operations.
jaspar-database
Query JASPAR transcription factor binding profiles via REST API and Python.
alphafold-database
Retrieve AlphaFold protein structures and download PDB/mmCIF files by UniProt ID.
dask
Process larger-than-memory datasets with parallel Dask DataFrames, Arrays, and Bags.