Ordantis @ EXIST 2026 Task 2 — GEMF: Gemini-enriched multimodal fusion for sexism characterization in memes (CLEF 2026).

Detect sexism in memes using Gemini-Enriched Multimodal Fusion. Rank-leading system for the EXIST 2026 task on sexism characterization.

Public evidence portfolio for macro-financial research engineering: Python pipelines, real-data ingestion, volatility-regime analysis, ML validation, backtesting logic, and research reporting.

Risk-aware ETF research agent with auditable LangGraph workflows and human approval.

QuantLab factor research component for cross-sectional equity signals, IC/IR diagnostics, decile analysis, and factor analytics; being consolidated into the flagship platform.

Mapping UPV scientific production onto the nine Planetary Boundaries: corpus pipeline, PB ontology, TF-IDF/SPECTER baselines, local LLM classification with abstention, an auditable agent cascade, and a review platform.

Python pipeline for derivatives overlays, volatility regimes, contagion signals, and portfolio-grade research reports.

Evidence-first financial-news NLP research with point-in-time validation, purged splits, stateful cost modeling, and honest holdout results.