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Pitch

Machine Learning Freelancer

Pitch
Germany · Contract · Mid-Senior
Pitch is seeking short-term, freelance developers with machine learning expertise to enhance our group detection library - a sophisticated system that identifies repeating visual patterns and spatial relationships in slide layouts. You'll work on clustering algorithms, geometric analysis, and pattern recognition to help users create more consistent, professional presentations through AI-powered design assistance.

Requirements

AI/ML Specialisation

  • Clustering algorithms - DBSCAN implementation and optimisation
  • Spatial analysis - 2D coordinate systems, geometric calculations
  • Feature engineering - Block (how Pitch represents elements on our canvas) properties, layout patterns
  • Vector mathematics - Euclidean/Manhattan distance, dot products
  • Pattern recognition - Archetype detection, similarity matching

Currently used JavaScript Libraries

  • density-clustering - DBSCAN clustering implementation
  • @turf/area and @turf/helpers - Geospatial calculations

Algorithm Development

  • Enhance group detection algorithms for slide layout analysis
  • Optimise clustering performance for real-time applications
  • Develop archetype-based pattern matching systems
  • Implement layout analysis and reading-order detection

Key Skills

Ranked by relevance

machine learning javascript ai 2d
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Country Guide

Germany

Strong tech sector & EU Blue Card visa

Posted
Aug 14, 2025
Type
Contract
Level
Mid-Senior
Location
Berlin
Company
Pitch

Industries

IT Services IT Consulting

Categories

Engineering

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