Necati Demir, Phd

Necati Demir, Phd Email and Phone Number

LLM | MLOps | Building Data & Machine Learning Pipelines | AWS Solution Architect & Machine Learning Specialist @ Toptal
Necati Demir, Phd's Location
New York City Metropolitan Area, United States, United States
Necati Demir, Phd's Contact Details

Necati Demir, Phd personal email

n/a

Necati Demir, Phd phone numbers

About Necati Demir, Phd

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

Necati Demir, Phd's Current Company Details
Toptal

Toptal

View
LLM | MLOps | Building Data & Machine Learning Pipelines | AWS Solution Architect & Machine Learning Specialist
Necati Demir, Phd Work Experience Details
  • Toptal
    Independent Contractor | Lead Engineer & Data Architect & Devops & Mlops
    Toptal Oct 2015 - Present
    Work 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
  • Datagran
    Chief Technology Officer & Co-Founder
    Datagran Oct 2019 - Present
    San 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
  • Datagran
    Chief Ai Officer, Ml Lead, Co-Founder
    Datagran Oct 2016 - Oct 2019
    San 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
  • Freelancer
    Machine Learning Consultant
    Freelancer Oct 2015 - Oct 2016
  • Ericsson
    Consultant
    Ericsson Jan 2016 - Jun 2016
    Kista, 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.
  • Hermes İletişim
    Technical Manager / Cto
    Hermes İletişim Feb 2011 - Oct 2015
    İzmir, 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.
  • Vas Telekom
    Technical Manager / Cto
    Vas 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.
  • Freelancer
    Software Developer
    Freelancer 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.
  • Hermes İletişim
    Software Developer
    Hermes İletişim Oct 2007 - Sep 2009
    İzmir, 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.
  • Postglobal
    System Administrator
    Postglobal Feb 2007 - Oct 2007
    - Managed Linux servers, installing and managing Linux web and mail servers for Postglobal and its customers.
  • Labris
    System Support And Software Developer Specialist
    Labris Oct 2005 - Sep 2006
    Ankara, 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

Linux Python Software Engineering Software Development Mysql Firewalls Open Source Subversion Java Unix Security Bash Apache Javascript Git C Data Science Linux System Administration Shell Scripting Web Applications Machine Learning Oop Eclipse Programming Databases Software Design Php Sql Xml Data Mining Postgresql Software Project Management Virtualization Network Security Jquery System Administration Tcp/ip Web Services

Necati Demir, Phd Education Details

  • Dokuz Eylul University
    Dokuz Eylul University
    Modified Stacking Ensemble Approach For Network Intrusion Detection
  • Dokuz Eylul University
    Dokuz Eylul University
    Firewall Software Package
  • Çanakkale Onsekiz Mart University
    Çanakkale Onsekiz Mart University
    Computer 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.

Free Chrome Extension

Find emails, phones & company data instantly

Find verified emails from LinkedIn profiles
Get direct phone numbers & mobile contacts
Access company data & employee information
Works directly on LinkedIn - no copy/paste needed
Get Chrome Extension - Free

Aero Online

Your AI prospecting assistant

Download 750 million emails and 100 million phone numbers

Access emails and phone numbers of over 750 million business users. Instantly download verified profiles using 20+ filters, including location, job title, company, function, and industry.