--- title: "Akshay Gupta (@akshay-gupta) | Hashnode" description: "Solutions Architect, building enterprise-scale systems with Global FinTech. Now writing about the parts nobody puts in the architecture diagram." url: "https://hashnode.com/@akshay-gupta" --- @akshay-gupta # Akshay Gupta @akshay-gupta · Bengaluru, India · Joined July 2026 Solutions Architect, building enterprise-scale systems with Global FinTech. Now writing about the parts nobody puts in the architecture diagram. [Website](https://karvics.com/) ### [The Founder’s Guide to the DPDP Act: Why You Need to Act Now](https://akshaykgupta.hashnode.dev/dpdp-act-compliance-startup-guide?utm_source=hashnode&utm_medium=feed) A practical guide to India's DPDP Act for startup founders. Understand consent, data privacy, security, breach reporting and compliance requirements before 2027. 13 min read · [akshaykgupta.hashnode.dev](https://akshaykgupta.hashnode.dev/dpdp-act-compliance-startup-guide?utm_source=hashnode&utm_medium=feed) [Oct 31](https://hashnode.com/posts/dpdp-act-compliance-startup-guide/6ae54ecfc50e218454416a7d) ### [Why a 1970s Aviation Language is the Hottest Trend in AI?](https://akshaykgupta.hashnode.dev/asd-ste100-ai?utm_source=hashnode&utm_medium=feed) Discover how a controlled language specification from the 1970s aerospace industry is solving modern LLM hallucinations, verbosity, and agent-to-agent communication failures. 8 min read · [akshaykgupta.hashnode.dev](https://akshaykgupta.hashnode.dev/asd-ste100-ai?utm_source=hashnode&utm_medium=feed) [Oct 18](https://hashnode.com/posts/asd-ste100-ai/6ad47646a70ff6142901e6d2) ### [Under the Hood: The 4 Architectural Layers of an Enterprise AI Harness](https://akshaykgupta.hashnode.dev/harness-architecture-layers?utm_source=hashnode&utm_medium=feed) Discover the four critical architectural layers of an enterprise AI harness. Learn how integration gateways, state management, execution sandboxes, and audit spines turn raw AI models into secure, reliable digital workers. 5 min read · [akshaykgupta.hashnode.dev](https://akshaykgupta.hashnode.dev/harness-architecture-layers?utm_source=hashnode&utm_medium=feed) [Oct 10](https://hashnode.com/posts/harness-architecture-layers/6aca46b887249fa7e46bc6f1) ### [The Connecting Tissue of Enterprise Architecture: Why TraceID is Non-Negotiable](https://akshaykgupta.hashnode.dev/traceid-enterprise-architecture?utm_source=hashnode&utm_medium=feed) Working in a distributed system without TraceIDs is like navigating a maze in the dark. Learn how to build the Ubiquitous Telemetry Pattern for enterprise scale. 10 min read · [akshaykgupta.hashnode.dev](https://akshaykgupta.hashnode.dev/traceid-enterprise-architecture?utm_source=hashnode&utm_medium=feed) [Oct 4](https://hashnode.com/posts/traceid-enterprise-architecture/6ac2660ac19ff1c47cf7a774) ### [Overcoming the AI Re-Explanation Tax: The 7 Levels of AI Memory](https://akshaykgupta.hashnode.dev/ai-re-explanation-tax?utm_source=hashnode&utm_medium=feed) Context is working memory; Memory is what persists. Discover the architectural tiers of AI memory, from simple Markdown routing to Agentic RAG and learn how to stop re-teaching your AI every session. 9 min read · [akshaykgupta.hashnode.dev](https://akshaykgupta.hashnode.dev/ai-re-explanation-tax?utm_source=hashnode&utm_medium=feed) [Oct 2](https://hashnode.com/posts/ai-re-explanation-tax/6abf8d8c79f6f0ee4966b883)