Delivered systems, measurable outcomes
Production-grade systems and applied AI engagements evaluated against defined business outcomes — from real-time claim scoring and NLP-driven investment signals to petabyte-scale record linkage.
01 · FinanceAI-based investment signal development and TradingAgent workflow orchestration
Ampega Asset Management GmbH
A production-grade investment signal and multi-agent TradingAgent workflow are being developed for integration into the client’s existing investment process in Bloomberg BQuant.
02 · FinanceSnowflake data platform for credit analysis and portfolio management
Ampega Asset Management GmbH
A test-covered Snowflake and dbt foundation consolidates security issuers, identifiers, analysts, coverage and securities into a governed, fully historized source of truth for credit analysis and future ML use cases.
03 · HealthcareML-driven approval prediction for dental prosthesis claims
AOK Systems GmbH
A real-time Kubernetes ML platform delivered to multiple AOK health insurers automates straightforward approvals and flags complex cases for human review, with data protection and regulatory compliance embedded by design.
04 · FinanceNLP-enhanced stock performance forecasting
Ampega Asset Management GmbH
Analysis of over 90,000 earnings-call transcripts generated communication-derived features that, combined with financial fundamentals, produced a differentiated, data-driven trading strategy.
05 · HealthcareAI-driven hospital invoice verification
AOK Systems GmbH
A scalable, microservices-based AI system improved invoice-verification accuracy and efficiency while guiding manual processing and reducing the cost per invoice.
06 · HealthcareMachine learning-driven customer segmentation
Unilabs AB
Actionable customer segmentation clarified market potential and surfaced profitable expansion opportunities, supported by a data-governance framework for targeted marketing and sustained growth.
07 · PublishingGenAI for text summarization in German
Confidential Client
An economical, automated summarization platform met the client’s editorial quality benchmarks, reduced costs and enabled staff to focus on higher-value editorial work.
08 · Public AdministrationPerformance optimization of PySpark AI-applications
Stiftung Zentrale Stelle Verpackungsregister
Runtime and resource optimizations substantially improved the scalability and operational efficiency of the client’s distributed AI applications.
09 · Public AdministrationDeployment of PySpark AI-applications
Stiftung Zentrale Stelle Verpackungsregister
Locally developed PySpark AI applications were deployed to a production Kubernetes cluster and made accessible to end users with reliable, scalable operation.
10 · Public AdministrationEnd-to-end record linkage pipeline
Stiftung Zentrale Stelle Verpackungsregister
A distributed XGBoost-on-Spark system linked internal records with heterogeneous external sources at petabyte scale, streamlining manual review for the prosecution of fraudulent entities.
11 · TelecommunicationsCustomer churn prediction
Confidential Client
Automated identification of at-risk customers powered targeted campaigns that reduced churn and helped the client protect and expand its market share.
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