Hello.
I'm Mahmut Esat.

Microsoft Türkiye

Hybrid · Istanbul, Türkiye

Developed an advanced local-first Retrieval-Augmented Generation system using Microsoft Foundry Local for engineering and industrial knowledge workflows. The work combined hierarchical document parsing, hybrid BM25 and dense retrieval, Reciprocal Rank Fusion, cross-encoder reranking, query rewriting, retrieval grading, context reconstruction, citations, entity-graph exploration, and latency telemetry through a FastAPI application layer. It focused on retrieval quality, explainability, and dependable offline execution for technical knowledge environments.

TUSAŞ Engine Industries

Selected for the TEI Aviation Engines School, a specialized aerospace-engine training program focused on introducing students to aviation propulsion technologies, engine systems, and industry-oriented engineering practices. The program provided structured exposure to aerospace engine concepts and the technical ecosystem surrounding modern propulsion systems.

FAB Technologies Inc.

Remote · Delaware, NY

Completed an AI & Startup Strategy Fellowship, applying Founder and Project Mindset principles to develop ideas from 0 to 1. Built UiPath workflow automations and used Google AI tools to translate business needs into generative-AI-driven solution concepts.

OSR Robotics

On-site · Konya, Türkiye

Designed and implemented ML-driven fault-detection approaches for industrial robotic systems. Programmed KUKA robots and examined robot motion through kinematic analysis and dynamic modeling, connecting machine-learning methods with practical industrial robotics workflows.

Selçuk University

On-site · Konya, Türkiye

Working on projects in Machine Learning, Deep Learning, Data Science, robotics, and intelligent industrial systems while studying core computer engineering topics including algorithms, data structures, object-oriented programming, and databases.

Komalp Energy and Power Factor Correction Systems

On-site · Konya, Türkiye

Participated in electrical installation works, assembly and maintenance of power factor correction panels, energy efficiency measurements, and system optimization activities. Took an active role in fault detection and repair, circuit connections, and on-site applications.

Devpak Packaging Machines

On-site · Konya, Türkiye

Assisted in PLC programming, control panel design, and machine wiring for industrial automation systems. Contributed to the development of electrical systems for packaging and stretch wrapping machines. Observed and analyzed existing automation systems to identify improvements in operational efficiency.