These systems were designed and deployed by the members of our team, over the course of their careers — in production, in demanding environments.
Client identities remain deliberately confidential — the substance and the results, however, are entirely real.
Lawyers and judges instantly search, retrieve and analyze judicial cases and legal precedents. Data pipelines, multi-agent architecture, conversational UX for natural-language research.
Quantitative measurement of unstructured financial media (Bloomberg, Yahoo Finance) to track market sentiment and themes at scale. 4,900+ videos transcribed (Whisper), topic modeling and entity recognition — massive video streams turned into actionable analytical indicators in real time. The work has been published on arXiv.
Detecting attrition in very high-volume telecom transaction environments, before it happens. Multi-source ETL/ELT pipelines (CRM + transactions), Spark/Hadoop for behavioral feature engineering, real-time risk scoring.
Moving beyond generic offers to high-conversion, personalized recommendations. Hybrid engine (collaborative + content-based) in TensorFlow, lifecycle automated via Apache Airflow, deployed on AWS. Higher offer adoption and ARPU, lower churn.
A secure digital platform deployed across several ministries to digitize, organize and manage government documents — greater efficiency and transparency. Compliance, auditability, data governance.
~2,000 pay slips compared every month (t vs t−1), inconsistencies detected and explained — in numerical values as well as text. Domain-adapted LLM systems, multi-agent architecture (tutor, grader, auditor), knowledge graphs and human-in-the-loop.
We tell you frankly what's transferable to your context — and where to start.
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