Selected work by Ahmet Yasin Erten

Uses satellite imagery, climate data, and water-storage signals to distinguish sustainable dryland greening from vegetation that is depleting a finite water store. The study covers five regions across China, Saudi Arabia, and Türkiye and validates every modelling task against its own dummy baseline.

A declarative, database-driven multi-agent runtime in Golang with multi-provider LLM routing and failover, two-tier semantic caching, built-in cost, latency, and quality observability, and policy-driven retries—in one static binary next to PostgreSQL.

Turns complex regulations into structured, auditable workflows through a rules-first decision engine, multi-tenant PostgreSQL architecture, workflow orchestration, and selective LLM use for ambiguous cases. Its first plugin covers the EU AI Act, with support designed to extend to GDPR, ISO, responsible AI, and related domains.

Maps every checklist question to the clauses that matter, returning evidence-backed answers in minutes instead of hours. It can run in the cloud or fully locally on a laptop.

MarketScout is a cross-platform product comparison app that helps users find and compare products across multiple online marketplaces using AI-powered search and recommendations. An iOS release is planned soon.

Freelance project to deploy an open-source enterprise generative AI platform to AWS using Terraform, with internal monitoring for AWS Step Functions and Batch workloads.

Completed a four-month self-learning and mentorship-based training program at EPAM, developing practical experience with Amazon Web Services, Terraform, Kubernetes, CI/CD, SDLC, Agile, and Generative AI.

Containerized the web application with Docker, Redis, and MongoDB during an internship at BTS Group, then deployed it to AWS and Minikube. Integrated a data science dashboard to visualize real-time data connections.

Freelance project that deployed an open-source enterprise generative AI platform to AWS using Terraform. The platform was also evaluated as a lecture assistant for Lund University, but its infrastructure cost prevented adoption at the time.