As an Innovation Manager:· Deliver strategic and technical consultancy for AI initiatives, aligning project outcomes with corporate goals and cutting-edge technology· Oversee the development of AI project prototypes, managing 6-7 specialized teams to drive innovation and practical application.As an R&D Center Manager:· Oversee academy relations and R&D center processes, fostering collaborative partnerships and innovation. As an Instructor:· Deliver lectures on Applied Natural Language Processing to undergraduate students across multiple universities including Gedik University (Spring 2024), Bitlis and Aksaray Universities (Fall 2023), and Ankara University (Fall 2022).· Course Curriculum: https://github.com/kemalcankara/anlp2023_guz

Key Responsibilities:· Led a team of 7 engineers.· Strategic oversight of diverse R&D projects, ensuring alignment with organizational goals · Solving technical, management and human problems.Notable Project Contributions:· Smart Post: Developed an advanced recommendation system for optimal employee matches, generating an average of 7M TL in monthly revenue in the last six months of 2023.· CV Parser Tool: Directed the creation of a bilingual resume parsing tool using BERT for NER, achieving an 82% accuracy rate across 15+ fields as of January 2023.· Job Recommendation System: 6 million requests daily, maintaining an average response time of 0.23 seconds as of January 2023.· Content Control Application: BERT-based multiclass text classification modelR&D Center Management:· Effective coordination of academic collaborations with multiple universities.· Managed the preparation for audits by the T.R. Ministry of Industry, overseeing project numbers, plans, budgets, and locations.Publications:· Innovation Culture Literature Review and a Case Study at a Tech Company in Turkey (2023)· A Novel Stream Mining Approach as Stream-Cluster Feature Tree Algorithm: A Case Study in Turkish Job Postings (2022)· Similarity-based Resume Matching via Triplet Loss with BERT Models (2022) · İşin Olsun Platformu İlanlarında İçerik Kontrolü (2021)· Feature Extraction From Turkish Resumes And Job Postings And Efficient Job-Resume Matching (2021)· Implementing Balanced Iterative Reducing and Clustering Using Hierarchies (Birch) Algorithm Step by Step and Applying to The Datasets Containing Job-Ads (2021)· Text Generation Practices in Human Resources (2021)· Discovering the same job ads expressed with the different sentences by using hybrid clustering algorithms (2020)· Determining Abbreviations in Kariyer.net Domain (2020)· Improving Search Relevance with Word Embedding Based Clusters (2020)· Job Pre-Interview System with Artificial Intelligence (2019)

As a Data Engineer:· Implemented a cloud-based data collection and stream analysis application on Microsoft Azure, processing 10M+ daily requests.As a Machine Learning Engineer:· Developed a job recommendation system handling 2M+ daily requests, increasing ad view to application conversion rates by 43%.As a Research Engineer:· Kariyer.Net Verisi ile Gerçek Zamanlı Bölgesel İş Başvuru Haritası (2017)· Design and implemenatation of a job recommender system (2017)· A Matching Approach based on Term Clusters for eRecruitment (2016)

Development of employer's pages and providing sustainability for current systems by using .net technologies.As a passionate member of the HULK team, performing the SCRUM rituals and encouraging team members to apply.Keywords: Asp.net, MsSql, Redis Cache, Elasticsearch, jquery, c#, message queue

I took part in the redesigning of Kariyer.net infrastructure and interfaces using asp.net, modern javascript libraries, mssql