Toptal Blog

The Toptal Blog is the top hub for developers, designers, management consultants, 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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Find a Winning Gen AI Use Case: A Strategic Prioritization Framework

The proliferation of AI products makes it challenging for organizations to know which initiatives to prioritize. This tactical case study presents an original framework that helps business leaders choose the optimal solution with confidence.

13-minute readContinue Reading
Cyrus Eslamian

Cyrus Eslamian

Cyrus is a product manager and AI strategist with a decade of experience across public and private sectors, serving Fortune 500 firms and startups in fintech, healthcare, e-commerce, insurance, Internet of Things, AI, and Web 3.0. With an advanced engineering degree and sharp business acumen, Cyrus crafts and champions digital product strategies, translating them into roadmaps for seamless implementation.

Using AI-powered Enterprise Interfaces to Optimize Operational Efficiency

Generative interfaces can unlock insights at unprecedented speeds. A Toptal strategy consulting expert with experience at Deloitte and AWS explains how companies of all sizes can use Gen AI for sales, development, and customer support.

11-minute readContinue Reading
Raghav Nyati

Raghav Nyati

Raghav is a strategy consultant who enables digital and AI transformation at leading enterprises and optimizes go-to-market, sales, and pricing strategies. He has worked with Salesforce, VMware, J.P. Morgan, Health Care Service Corporation, Deloitte, and dozens of SaaS startups.

7 Bad Product Design Examples That Doom Startups—And How to Avoid Them

The symptoms of bad product design can be subtle at first. Learn how to spot unexpected hazards early on and develop a winning product strategy.

10-minute readContinue Reading
Damir Kotorić

Damir Kotorić

Damir is a digital designer who has created payment systems at Booking.com, open-data portals for Australian state governments, and the search experience at Envato. He has also facilitated design sprint workshops at Harvard University, been a lead UX instructor at General Assembly, and led AR/VR design at Archimedes Digital.

Product design is complex, and new apps and tools fail all too often. Incorporate these six key activities into your workflow to create digital products that thrive in the marketplace.

10-minute readContinue Reading
Christian Adolphus

Christian Adolphus

Christian is a product designer, product owner, user researcher, and Webflow developer. He led the design team at Chaka, a leading online investment platform in Nigeria, and worked as the founding product designer at SquadPal. His product experience spans B2B, B2C, and SaaS enterprise solutions.

An AI Revolution in Finance: Opportunities and Challenges

The finance industry is beginning to embrace the power of AI to drive productivity and increase customer satisfaction. Toptal management consultants explain the options to innovate and the challenges to overcome.

13-minute readContinue Reading
Chris Holloway

Chris Holloway

Chris is a Senior Editor at Toptal with 15 years of experience researching and writing about how technology transforms sectors like banking, business, manufacturing, and healthcare. He was previously the business and technology editor at AméricaEconomía and has developed content for Sony Pictures, Johnson & Johnson, Mini, and LATAM Airlines.

Advanced Data Labeling Methods: From Hybrid Approaches to LLMs

It’s crucial to balance accuracy and efficiency when labeling datasets for machine learning—especially when LLMs are involved. In this article we explore a variety of techniques and assess the optimal labeling methods for different projects.

15-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.

Applying Kanban Practices to Better Manage Context Switching in Software Development

Multitasking can severely impede work output. Use these Kanban practices in your project teams to reduce cognitive load, improve code quality, and meet deadlines with renewed energy and focus.

8-minute readContinue Reading
Vikas Agarwal

Vikas Agarwal

Vikas is a project management expert with rich experience across a range of industries such as education, banking, IT, and e-commerce. A former software developer, he transitioned into a project role working with global companies including Infosys and Publicis Sapient. Vikas holds an MBA in information systems and is an Accredited Kanban Trainer.

Lead With Evidence: Why Data Is the Key to Your Growth Marketing Strategy

Adopting a data-driven mindset can help marketers keep their campaigns fresh and innovative. Foster experimentation, efficiency, and customer focus in your organization with these essential growth marketing metrics.

10-minute readContinue Reading
Camila Pereira

Camila Pereira

Camila is a digital marketing expert who specializes in turning analytical insights into targeted marketing actions that significantly enhance lead generation, conversion rates, and revenue growth. She has managed brand campaigns and PPC reporting for major companies such as Omnicom Media Group, Sony Pictures, Virgin Media, and Renault.

How AI Reshapes UX: A Design Expert Sheds Light on Benefits and Success Strategies

AI impacts user experiences by making digital products more responsive to individual user needs. A seasoned product designer specializing in AI explains how to avoid pitfalls and maximize the potential of the latest technology.

10-minute readContinue Reading
Akis Apostoliadis

Akis Apostoliadis

Akis is a lead product designer with more than 20 years of experience in AI, fintech, healthtech, SaaS, and e-commerce. He has an extensive background in creating design systems for enterprise companies, and has worked with Sony Pictures, WeWork, Pfizer, Cigna, and Unilever.

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