What it costs to employ someone in India, when a team should become your own entity, and how to choose models, workflows, and controls. Written for decisions, not trend commentary.
Salary is the smaller question. A breakdown of statutory employer contributions, the costs that only appear later, and how an Employer of Record fee compares with running your own entity.
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The arithmetic behind the switch, what incorporation actually involves for a foreign parent, how a captive is paid, and how to move employees without resetting their service.
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Employers and young professionals want the same things and describe them differently. A practical view of the organisational half of employability, from expectation setting to measurable AI capability.
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Enterprise AI adoption at 87 percent, 38,000 GPUs of national compute, and delivery at population scale. What India's AI build-out changes for enterprise planning.
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A practical RAG implementation guide covering source readiness, retrieval, evaluation, security, citations, rollout, and observability.
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A guide to using AI in VS Code and engineering workflows for code generation, refactoring, testing, documentation, review, and team learning.
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How to evaluate Qwen, DeepSeek, Gemma-style, GPT-compatible, and managed cloud models without creating avoidable lock-in.
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A practical enterprise AI adoption roadmap covering workflows, model choice, infrastructure, governance, measurement, and team enablement.
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