Currently, developing productivity oriented warehouse analytics solution.Developer of the multi-objective traffic signal optimization engine in one of the largest underground mines of Turkey's leading metallic mineral producer, Esan Eczacıbaşı. Project awarded as 2024 Process Innovation Category Winner.Also:- Real-Time Locating System & network analytics in mining.- Decision support systems.- Violation recognition engine.- Performance tracker.

Start-up of Wipelot IoT.> Production schedule optimization in underground mining.> Warehouse analytics for P&G.

As a member of the innovation team, aside from doing research, takes part in design and development of artificial intelligence solutions.* Develops decision support system for marketers and personalized product recommendation engine - TUBITAK / TEYDEB (Technology and Innovation Support Program, completed) * Contributed and presented our EUREKA CELTIC-NEXT project, Intelligent Edge of Things. Turkey consortium consists of ATP, VESTEL and GOHM. (approved for funding)* Developed, adapted and integrated multi-object detection and tracking algorithm on Nvidia Jetson Tegra TX2. Purpose is tracking and inferring the states of the customers, by an edge device and camera located in the restaurants. We applied transfer learning and re-trained object detection models with our images. For tracking, we have Kalman Filter. (TEYDEB project, closed)* Researches time series classification, market basket analysis, customer churn tendency, segmentation and loyalty.* Develops containerized PostgreSQL DB and integrates with python algorithms.* Develops web crawlers, feeding database with necessary architectural extensions.* Enjoys contributing AI in retail & marketing.

Researcher of * Machine learning module of our TUBITAK (Research Council of Turkey) granted project AMETIS: an adaptive, risk based role assignment recommender agent for corporate firms. * Machine learning methods to combine time-series forecasting & structural similarity estimation techniques._______________________________________________Project: Marketing Portal* Responsible from business analysis processes of our marketing product for Tuborg.* Prepared stored procedures and SQL queries for DB first .NET application.* Supported customer in analyzing and cleansing the data.* Developed budget module.* Helped to design logic flows.* Ran tests for giving feedback to our app developers._______________________________________________* Published an article on schedule optimization algorithm for ERP consultants.

TA of* Artificial Intelligence (Python & Java) * Engineering Computation (Matlab)* Object Oriented Programming (Java)* Computer Programming (Java)

* Implemented Yapı Kredi Bank's data migration from mainframe to oracle database.* Designed required Universes on SAP Webi.* Built BusinessObjects reports and trained the end users in archive department.

Investigated illegal electricity usage and electricity transmission-distribution losses by contacting distributor companies in a macroeconomic perspective. Question was to what extent would the national current account deficit be decreased in the case of illegal electricity usage prevention.