Necati Demir, Phd Email and Phone Number
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Necati is a computer scientist with 20 years of experience in private industry with a focus of DevOps (AWS Certified Solution Architect), Machine Learning (holds a Ph.D. degree), Tech Team Management and Backend Engineering. He is leading teams & infrastructure/architecture decisions for the last 10 years. He not only leads but also takes an active role in the implementation & design phase of the infrastructure, architecture, and process, and acts as a software developer and DevOps. Contact: n@demir.io
Toptal
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Independent Contractor | Lead Engineer & Data Architect & Devops & MlopsToptal Oct 2015 - PresentWork From Anywhere, Remote, Oo- Toptal is an exclusive network of top freelance software developers, and only 3\% of candidates are accepted as a member after a series of technical interviews.- Built an end-to-end CI/CD pipeline with GitHub Actions and Amazon EKS.- Functioned as a DevOps and software architect for an end-to-end data pipeline.- Re-architectured the existing data pipeline and managed the migration process.- Designed and implemented the system for executing long-running tasks on Amazon ECS.- Implemented PySpark to process TBs of data for a global trading corporation.- Did setup distributed Starrocks cluster and AWS EMR Spark cluster- Did setup a scalable LLM cluster (LLama2 + GPU Instances on AWS) for summarization task- Note: Some project details can be found on Projects Section- keywords: AWS, EKS, ECS, Lambda Functions, Spark, Apache Spark, PySpark, AWS EMR, SQL, Starrocks, CI/CD, Architectural & System Design, PyTorchThe details of my profile and the project I completed can be found here:https://www.toptal.com/resume/necati-demir -
Chief Technology Officer & Co-FounderDatagran Oct 2019 - PresentSan Francisco, California, Us- Contributed on technical and non‑technical levels as a hands‑on startup CTO.- Played a technical and active role in the product’s development. Designed the architecture, took responsibility for the back‑end development, and took on DevOps responsibilities to build CI/CD.- Performed the non-technical role of shaping the product vision, including alignment for product-market fit experiments. Built a high-quality software development cycle and used Kanban methodology to deliver the product.- Faced with a low NPS score and high bug count, I designed and implemented a DevOps cycle at Datagran, improving the product’s NPS from negative scores to between 90-100 and reducing bugs from 300 to less than 10.- keywords: Tech Leadership, Strategy, DevOps, Kanban, CI/CD, Software Development Life Cycle, Architectural & System Design, GCP, BigQuery, Machine Learning, scikit-learn, Python, go -
Chief Ai Officer, Ml Lead, Co-FounderDatagran Oct 2016 - Oct 2019San Francisco, California, Us- Led a team of data scientists to solve various customer projects.- Implemented machine learning methods to minimize the digital ad cost.- Used Spark for item recommendation and clustering customers based on historical purchase data.- Designed the architecture to run experimental ML methods.- Keywords: Spark, Bayes, RFM, ALS, Collaborative Filtering, Data Science, scikit-learn, Python -
Machine Learning ConsultantFreelancer Oct 2015 - Oct 2016
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ConsultantEricsson Jan 2016 - Jun 2016Kista, Stockholm, Se- I held a short-term contracted position. My role was to lead a team to kick-off a project. The main goal of the role was to create competency in security topics rather than building a big project.- In 6 months, I conducted meetings with different branches of Ericsson and shaped multiple project ideas after brainstorms. One of the ideas was chosen to be implemented. -
Technical Manager / CtoHermes İletişim Feb 2011 - Oct 2015İzmir, Tr- Hermes İletişim is the sister company of VAS Telekom.- İletişim Makinesi is the result product of Hermes İletişim and VAS Telekom.- You can check the following for more details. -
Technical Manager / CtoVas Telekom Feb 2011 - Oct 2015- Managed a team of software developers.- Worked closely with managers to understand the requirements and translated them into a technical language that software developers can understand.- Conducted daily stand-up meetings.- Implemented the initial phase of REST APIs. Handed them over to the team and ensured that software development went right.- Implemented the initial phase of the web application, which uses REST APIs, handed it to the team, and ensured that software development went right.- Implemented back-end services that use Asterisk. -
Software DeveloperFreelancer Oct 2009 - Jan 2011- Provided Linux-based solutions: Supported Linux servers and provided VoIP-based solutions using Asterisk. - Developed Remotee, a desktop sharing solution. I implemented the UDP hole punching layer of the product.
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Software DeveloperHermes İletişim Oct 2007 - Sep 2009İzmir, Tr- Led the development of MultiPC, which is a thinstation based on custom Linux applications and Linux kernel. This project needs deep Linux knowledge to create a Linux distribution from scratch.- Managed Linux servers, installing and managing Linux web and mail servers for Hermes İletişim and its customers. -
System AdministratorPostglobal Feb 2007 - Oct 2007- Managed Linux servers, installing and managing Linux web and mail servers for Postglobal and its customers.
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System Support And Software Developer SpecialistLabris Oct 2005 - Sep 2006Ankara, Tr- Developed real-time log monitoring for web cache, web filter, and firewall modules. Used C++ on the server side in Java for the client side since the server side of the Labris Family is written in C++.- Did setup on-prem firewall systems in various projects.
Necati Demir, Phd Skills
Necati Demir, Phd Education Details
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Dokuz Eylul UniversityModified Stacking Ensemble Approach For Network Intrusion Detection -
Dokuz Eylul UniversityFirewall Software Package -
Çanakkale Onsekiz Mart UniversityComputer Science
Frequently Asked Questions about Necati Demir, Phd
What company does Necati Demir, Phd work for?
Necati Demir, Phd works for Toptal
What is Necati Demir, Phd's role at the current company?
Necati Demir, Phd's current role is LLM | MLOps | Building Data & Machine Learning Pipelines | AWS Solution Architect & Machine Learning Specialist.
What is Necati Demir, Phd's email address?
Necati Demir, Phd's email address is nd****@****.web.tr
What is Necati Demir, Phd's direct phone number?
Necati Demir, Phd's direct phone number is +90 850 483*****
What schools did Necati Demir, Phd attend?
Necati Demir, Phd attended Dokuz Eylul University, Dokuz Eylul University, Çanakkale Onsekiz Mart University.
What skills is Necati Demir, Phd known for?
Necati Demir, Phd has skills like Linux, Python, Software Engineering, Software Development, Mysql, Firewalls, Open Source, Subversion, Java, Unix, Security, Bash.
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