Work

Selected projects in computer vision, transit routing, recommendation systems, LLMs and credit scoring — built for clients in construction, public transit, media, government and finance.

How we sped up public transit routing around the globe

OpenTripPlanner plans journeys for transit agencies and national governments. We found a change that makes its targeted routing phase up to two times faster — and got it merged upstream, enabled by default.

Public TransitRoutingOpenTripPlannerPerformance

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AI-powered construction monitoring platform

We built a web platform that turns drone flights into AI progress reports for a GCC developer’s construction sites — within minutes of upload, instead of weeks after a site visit.

ConstructionComputer VisionVLMDrones3D VisualizationSaaS

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Faster APIs, automation and AI recommendations for WKO Inhouse

For the shared service center of the Austrian Chambers of Commerce, we cut API response times from 8 seconds to 0.7 seconds, automated long-running data pipelines and built AI-powered content recommendations.

GovApp developmentRecommendation SystemOpenAIData Science

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LLM-based credit scoring using transaction data

For Mission Mobile, a South African fintech, we built bank-statement extraction and a five-stage Financial Health Score pipeline that makes credit assessments more nuanced, fair and explainable — without traditional labelled data.

Scoring systemsData ScienceFintech

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AI content processing and recommendations for the Kyiv Independent

For the Kyiv Independent, we automated article summaries, tagging and related-article recommendations with LLMs and embeddings — improving the site’s UX and search visibility while cutting processing costs.

Data ScienceOpenAIRecommendation System

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Eric AI: a real-time avatar chatbot built on RAG

We built the backend for Eric AI: a conversational avatar that answers from private knowledge with retrieval-augmented generation and speaks through lip-synced, real-time video — launched on time.

ChatbotsAI

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Credit score gauge reading 720, Excellent

Credit scoring model for MD Finance

We built a credit scoring model for the Romanian market that predicts loan defaults with a GINI of around 40 and an AUC of around 70%, served through a REST API.

FintechScoring systems

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Delivery planner dashboard with driver status, orders and a route map

Automated pizza delivery route planner

We built a real-time delivery planner that assigns orders to drivers and optimizes routes with OR-Tools — shorter delivery times, more deliveries per shift and full dispatch visibility.

LogisticsOR-ToolsAIVehicle Routing Problem

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BUENO website and mobile community app screens

BUENO: from brand to launch for a Latino wellness platform

We took BUENO, a wellness coaching platform for the Spanish-speaking Hispanic and Latino community, from brand identity to market launch — website, learning platform and marketing automation included.

BrandingProductWellness

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Garment detection boxes on a photo, matched to similar dresses

Clothes detection and AI outfit recommendations

We built a step-by-step “personal stylist”: computer vision that detects garments and accessories in user photos, analyzes style and recommends outfits.

Retail

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