Toptal Engineering Expert
Using an LLM API As an Intelligent Virtual Assistant for Python Development
With proper instruction, LLMs can be highly effective coding assistants. This step-by-step guide shows you how to generate a call to an external API using Python and the OpenAI API.
Tarek Mohamed Mehrez
Tarek is a software and data engineer specializing in machine learning, software architecture, DevOps, and back-end development. He has served as CTO of Thndr, a company backed by Y Combinator, and has published several research papers on machine learning. Tarek has a master’s degree in computational linguistics from the University of Stuttgart.
Ask a Security Engineer: From DevSecOps to Cloud Security
Security engineering is a fast-moving field, and getting left behind is not an option. This ask-me-anything-style Q&A covers compliance frameworks, security checks, and the importance of a DevSecOps approach.
Gökay Pekşen
Gökay is a security developer and advisor. He built Turkey’s first DevSecOps CI/CD pipeline, and designed and constructed a world-class cybersecurity infrastructure to safeguard $8 billion in annual local payment transactions while serving as Information Security Vice President at Interbank. He is the founder and CEO of Prime Threat, a security consultancy that helps businesses navigate GDPR compliance and risk management.
Advancing AI Image Labeling and Semantic Metadata Collection
Image labeling can be a tedious, time-consuming task, compounded by the sheer volume of data needed to train deep neural networks. This article breaks down large data set processing and explains how a new SaaS product can help automate image labeling.
Neven Pičuljan
Neven is an artificial intelligence engineer with extensive experience in machine learning, computer vision, algorithms, and a range of AI-related technologies. Prior to founding an AI R&D consulting company, Neven helped create and train cutting-edge computer vision models used by healthcare, e-commerce, real estate, and financial services companies across the globe.
Apache Spark Optimization Techniques for High-performance Data Processing
Apache Spark is an analytics engine that can handle very large data sets. This guide reveals strategies to optimize its performance using PySpark.
Necati Demir, PhD
Necati is a software engineer specializing in data science, machine learning, back-end development, and DevOps. He is an AWS Certified Solutions Architect and AWS Certified Machine Learning Specialist with a doctorate in computer engineering. Necati serves as Chief AI Officer and CTO of Datagran, a machine learning automation company that he co-founded.
Next.js Rendering Techniques: How to Optimize Page Speed
Next.js is best known for server-side rendering, but these innovative strategies can help developers configure web apps for more speed, reduced server load, improved SEO, and much more.
Subhakar Tikkireddy
Subhakar is a front-end developer with extensive experience using React, Next.js, and TypeScript. He specializes in creating MVPs for startups and has worked on projects ranging from cross-platform progressive web and React Native apps to AI-powered browser extensions and a crypto web app used by more than 10,000 investors.
World-class articles, delivered weekly.
By entering your email, you are agreeing to our privacy policy.
Ask a Cybersecurity Engineer: Trending Questions About AI in Cybersecurity
In this ask-me-anything-style Q&A, leading Toptal cybersecurity expert Ilia Tivin responds to colleagues’ questions on AI in cybersecurity and provides data and network protection tips and best practices.
Ilia Tivin
Ilia is a cybersecurity professional and developer with wide-ranging experience in the government, defense, manufacturing, and finance sectors. A former cloud security architect at Hewlett Packard Enterprise, he now advises executive clients on planning, prioritizing, and executing strategic security initiatives.
5 Pillars of Responsible Generative AI: A Code of Ethics for the Future
Generative AI advances raise new questions around data ownership, content integrity, algorithmic bias, and more. Here, three experts at the forefront of NLP present recommendations for developing ethical generative AI solutions.
Madelyn Douglas
Madelyn is the Lead Editor of Engineering at Toptal and a former software engineer at Meta. She has more than six years of experience researching, writing, and editing for engineering publications, specializing in emerging technologies and AI. She previously served as an editor at USC’s Viterbi School of Engineering and her research on engineering ethics was published at IEEE’s NER 2021 conference.
World-class articles, delivered weekly.
Toptal Developers
- Algorithm Developers
- Angular Developers
- AWS Developers
- Azure Developers
- Big Data Architects
- Blockchain Developers
- Business Intelligence Developers
- C Developers
- Computer Vision Developers
- Django Developers
- Docker Developers
- Elixir Developers
- Go Engineers
- GraphQL Developers
- Jenkins Developers
- Kotlin Developers
- Kubernetes Experts
- Machine Learning Engineers
- Magento Developers
- .NET Developers
- R Developers
- React Native Developers
- Ruby on Rails Developers
- Salesforce Developers
- SQL Developers
- Sys Admins
- Tableau Developers
- Unreal Engine Developers
- Xamarin Developers
- View More Freelance Developers
Join the Toptal® community.