hiring signals

Best GenAI Portfolio Projects for 2026: What to Build to Get Hired (Not Just “Chatbot”)

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Best GenAI Portfolio Projects for 2026: What to Build to Get Hired (Not Just “Chatbot”)

GenAI portfolios in 2026 have become the single strongest signal of employability, largely because resumes and certifications no longer capture how candidates think under real constraints. Hiring teams have seen too many polished demos that break the moment they leave a notebook environment. As a result, portfolios are now judged on depth, structure, and realism … Read more

GenAI Certifications in 2026: Which Ones Actually Help Your Career (and Which Are Marketing Traps)

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GenAI Certifications in 2026: Which Ones Actually Help Your Career (and Which Are Marketing Traps)

GenAI certifications exploded in popularity as soon as generative AI entered the mainstream, and by 2026 the market is crowded, confusing, and noisy. Every week, new programs promise “job-ready AI skills,” guaranteed placements, or rapid transitions into high-paying roles. The problem is not that certifications are useless, but that most of them are poorly aligned … Read more