We provide the Modular Affinity Engine for communities, events, and planners. Stop relying on randomness. Start engineering compatibility.
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Unlike traditional apps that rely on simple correlation, VINKULO treats compatibility as a strict exam. Our proprietary algorithm processes hundreds of variables to penalize red flags and reward complementary traits.
Roommate matching & Peer mentoring.
Smart Networking agendas & ROI.
Wedding table automation.
def calculate_affinity(u_a, u_b): score = 0 max_p = 0 for rule in criteria_matrix: # 1. HARD FILTER if rule.is_hard_filter: if u_a[c] != u_b[c]: return 0.0 # 2. WEIGHTED CALCULATION w = rule.importance_weight dist = get_vector_dist(u_a, u_b) score += (dist * w) max_p += w return normalize(score / max_p)
Our technology is the engine behind huge student communities.
We are not starting from zero.
Successfully deployed within the Linkers Madrid ecosystem, managing interactions and events for a massive university community in Spain.
We have processed millions of answers to refine our weighting algorithm, achieving high-satisfaction matches based on real-world feedback.
12 months of R&D testing different algorithmic models in live events to reach the current "Predictive Compatibility" standard.
Our path to redefining social infrastructure.
Release of the Admin Dashboard. Planners can configure weights and filters without code.
Scenario-based recommendations. Choosing the best mathematical model for specific event goals.
Dedicated app for attendees with QR check-in and real-time feedback loops.