Machine Learning Engineer

• Feb 2022 - Present

Publins provide market tracking, monitoring and insight services by using web scraping pipelines, NLP and CV models to the companies in e-commerce industry. I am here to: * Search, scrape, clean & label the data required for forementioned products * Create and take the ownership of Pytorch projects from scratch * Train and deploy the models on Amazon Web Services * Keep the database up-to-date, monitor the models and maintain the production performance Outcome: Deployed banner & campaign image categorization, product-wise named entity recognition, product image similarity and user comments sentiment analysis models in production, Docker containerization for ready-to-use models Show less

Computer Vision Engineer

• Jan 2021 - Feb 2022

Segion focus on insurtech problems by using object detection & instance segmentation, while my duties was to: * Manage Scrapy projects, Github repos and related S3 directories * Modify & test the Segion API and DL models on SageMaker * Work on technical documents (usage of Pytorch, detectron2 and scraping frameworks) for trainees & clients * Mentor trainees on their coding challenges and research subjects * Provide workshops, moderate company Discord channels * Break things, discover new paths, code day & night and have lots of fun! Outcome: High precision car parts and damages detection, mid-scale scrape projects that collect thousands of car photos to create the datasets, easy-to-use one-liner scripts for training jobs Show less

Internet Assessor

• Feb 2013 - Jan 2021

* Analyze web page content, expertise and trustworthiness. * Evaluate the content quality of YouTube and Google search results. * Assess social media query characteristics. * Translate and transcribe in English & Turkish. * Test smartphone applications and conduct surveys. * Analyze web page content, expertise and trustworthiness. * Evaluate the content quality of YouTube and Google search results. * Assess social media query characteristics. * Translate and transcribe in English & Turkish. * Test smartphone applications and conduct surveys.

R&D Mechanical Engineer

• Oct 2018 - Sep 2020

* Create new designs according to customers' needs and specifications. * Improve the dynamic and static characteristics of suspension elements with elastomer parts such as bushings, bolster spring cushions, rubber pads or bumpers. * Perform test to determine fatigue life of products by Zwick & MTS test machines. * Determine the test procedures and design required test apparatuses. * Create new designs according to customers' needs and specifications. * Improve the dynamic and static characteristics of suspension elements with elastomer parts such as bushings, bolster spring cushions, rubber pads or bumpers. * Perform test to determine fatigue life of products by Zwick & MTS test machines. * Determine the test procedures and design required test apparatuses.

Mechanical Engineer Trainee

• Jun 2013 - Jul 2013