Data & Analytics

Rewrite raw experience descriptions into stronger, clearer, and more job-relevant resume bullets.

Trade Polymarket BTC/ETH/SOL 5/15-minute fast markets with momentum and order book filters.

Analyze, clean up, and organize Apple Photos libraries. Find and report junk photos (screenshots, low-quality, burst leftovers, duplicates), analyze storage usage, generate photo timeline recaps, plan smart exports, analyze Live Photos, check iCloud sync, audit shared libraries, detect similar photos, curate seasonal highlights, and score face quality. All analysis operations are READ-ONLY on the database (safe). macOS only. Requires Python 3.9+ (stdlib only) and access to the Apple Photos SQ...

Quantifies R_V contraction signatures in AI models.

Prompt injection detection and security scanning for OpenClaw agents. Installs the ai-sentinel plugin via OpenClaw CLI, configures plugin settings, and offers local (Community) or remote (Pro) classification with dashboard reporting. All configuration changes require explicit user confirmation.

Goal Tracker

World-class senior data scientist skill specialising in statistical modeling, experiment design, causal inference, and predictive analytics. Covers A/B testing (sample sizing, two-proportion z-tests, Bonferroni correction), difference-in-differences, feature engineering pipelines (Scikit-learn, XGBoost), cross-validated model evaluation (AUC-ROC, AUC-PR, SHAP), and MLflow experiment tracking — using Python (NumPy, Pandas, Scikit-learn), R, and SQL. Use when designing or analysing controlled e...

Analyzes campaign performance with multi-touch attribution, funnel conversion analysis, and ROI calculation for marketing optimization. Use when analyzing marketing campaigns, ad performance, attribution models, conversion rates, or calculating marketing ROI, ROAS, CPA, and campaign metrics across channels.

Transcribe audio files using Qwen ASR (千问STT). Use when the user sends voice messages and wants them converted to text.

Search and retrieve Japanese government statistics (人口, GDP, CPI, 貿易, 雇用) from e-Stat API — Japan's official open data portal with 3,000+ statistical tables. Population, economy, trade, employment data. Free API.

Access Bank of Japan (BOJ/日本銀行) statistical data — price indices (CGPI, SPPI), flow of funds, balance of payments, BIS statistics, interest rates, money supply, exchange rates. Japan central bank monetary policy data. No API key required.

AI spending monitor — track costs across OpenRouter models with daily, weekly, and monthly reports. Budget limits with alerts, per-model analysis, savings recommendations, and historical tracking via SQLite. Use for controlling AI costs and optimizing model selection.

Amplitude product analytics — track events, analyze user behavior, run cohort analysis, manage user properties, and query funnel/retention data via the Amplitude API. Understand product usage, measure feature adoption, and analyze user journeys. Built for AI agents — Python stdlib only, zero dependencies. Use for product analytics, user behavior tracking, funnel analysis, retention analysis, and cohort segmentation.

Full AI Chief Financial Officer — connects Mercury Banking + Stripe into real-time business intelligence. Daily cash position, automated P&L, revenue tracking, expense categorization, cash flow forecasting, burn rate alerts, and weekly financial reports.

Generates Kaplan-Meier survival curves, calculates survival statistics

\"Performs GO (Gene Ontology) and KEGG pathway enrichment analysis on\\

Generate professional tearsheets with custom SVG visualizations using the QuantStats library. Creates performance reports with MAE analysis, leverage recommendations, and trade lists. Use when analyzing strategy performance or generating visual reports.

Complete machine learning pipeline for trading: feature engineering, AutoML, deep learning, and financial RL. Use for automated parameter sweeps, feature creation, model training, and anti-leakage validation.

Access AI-powered football match predictions from hergunmac.com. Use when the user asks about football/soccer match predictions, betting tips, match analysis, team statistics, head-to-head data, or upcoming match insights. Covers worldwide leagues with confidence scores, AI reasoning, and historical performance tracking.

Generate images, videos, and audio via fal.ai API (FLUX, SDXL, Whisper, etc.)

The Spreadsheet Operator. Not a tutorial, but a diagnostic engine. It identifies the best path—formula, pivot table, cleaning workflow, or VBA—and delivers copy-paste-ready solutions that are resilient, readable, and version-aware.

Biological code execution and genomic intelligence system. Translates raw A-T-C-G sequences into actionable health, longevity, and pharmacogenomic protocols. The bridge between your biological identity and your agent's decision-making engine.

Trade Kalshi weather markets using NOAA forecasts via Simmer SDK and DFlow on Solana. Port of the popular polymarket-weather-trader. Use when user wants to trade temperature markets on Kalshi, automate weather bets, or check NOAA forecasts.

Query TVL, protocol statistics, APR rewards, and DEX yield data for the Indigo Protocol.