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The Toptal Blog is the top hub for developers, designers, finance experts, executives, and entrepreneurs, featuring key technology updates, tutorials, freelancer resources, and management insights.

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Toptal core team members share their experience, expertise, and perspectives on the Toptal Edge Blog

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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.

16 minute readContinue Reading
Tarek Mohamed Mehrez

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.

Immersive Experience Design: Expert Insights and Techniques

How can designers draw people into your product’s virtual, digital, or physical world? Take UX to a new level with these expert perspectives on immersive experience design.

10 minute readContinue Reading
Dwayne Grech

Dwayne Grech

Dwayne is a designer with expertise across mediums including AR/VR, touch walls, public activations, and projection mapping. He has worked with top brands, including Nike, Bank of America, and Citigroup.

How to Use ChatGPT for Project Management

Effective use of generative AI tools like ChatGPT can help project managers boost workplace productivity. Follow this tactical guide to learn best practices, explore project use cases, and understand the technology’s limitations.

13 minute readContinue Reading
Anna D. Lukasiak

Anna D. Lukasiak

Anna is a project manager with experience in ground-up planning, design, implementation, and deployment of business and technology projects. She has worked at prominent multinational companies such as Goldman Sachs, Syngenta, and Volvo. With expertise in systems analysis and application development, she is also skilled in Python, JavaScript, HTML, CSS, and C/C++.

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.

8 minute readContinue Reading
Gökay Pekşen

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.

Transforming Chaos Into Business As Usual: Resource Allocation in Four Simple Steps

Successful project management depends on having the right people working on the right tasks at the right time. Follow this real-world example and optimize resource allocation for your teams.

12 minute readContinue Reading
Lir Cowman

Lir Cowman

Lir is a project management expert and certified coach who helps companies navigate organizational change and transform business processes. She has consulted for a number of global companies, including Google, GlaxoSmithKline (now GSK), and Cisco. Lir also holds an MBA in technology 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.

13 minute readContinue Reading
Neven Pičuljan

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.

Better UX Writing: 3 Effective Strategies for a Seamless User Experience

UX writing should strike the right tone and be empathetic and persuasive. Create a frictionless user experience with these three best practices.

10 minute readContinue Reading
Kate Margolis

Kate Margolis

Kate is a digital product designer and UI/UX consultant who specializes in user-centered design, UX writing, and user research. She has partnered with companies such as Hertz, Jaguar Land Rover, and the dating app Thursday.

Building an Innovative Tech Startup From Scratch Using Lean Methodology

This practical guide to building a tech startup focuses on the necessary milestones for success, including defining a problem, validating your ideas, building an MVP, and scaling your product.

8 minute readContinue Reading
Givi Beridze

Givi Beridze

Givi is a product expert and seasoned tech entrepreneur who successfully launched four companies, securing venture capital and evolving them into sustainable businesses. Recognized as one of Forbes’ 30 Under 30 in 2018, Givi has also worked as a consultant for Georgia’s national Innovation and Technology Agency and is a board member of the United Nations Global Compact.

Supercharge Your Project Management With Jira and Monday.com Integration

Connecting Monday.com with Jira can enhance efficiency, consistency, and communication. Explore the benefits and drawbacks of both native and custom approaches with this integration guide.

7 minute readContinue Reading
Rick Apichairuk

Rick Apichairuk

Rick is a project management expert with more than two decades of experience in IT. He has worked in various capacities, including as a senior software developer, consultant, CTO, and Scrum master, for international companies such as eBay, Live Nation, Cisco, and Intel.

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