https://vikrambtech2025-png.github.io/vikrambtech2025-png/blog/AI/ML engineering noteshttps://vikrambtech2025-png.github.io/vikrambtech2025-png/blog/idealistic-agents-real-problems.htmlvikram-idealistic-agents-real-problems2026-10-12I love building AI agents that are idealistic — agents aimed at problems that actually matter, not benchmarks that impress reviewers for a weekend.https://vikrambtech2025-png.github.io/vikrambtech2025-png/blog/rag-that-cites-itself.htmlvikram-rag-that-cites-itself2026-10-05Most RAG demos retrieve a chunk and hope the model stays honest. I wanted the opposite: a pipeline where every claim carries a receipt.https://vikrambtech2025-png.github.io/vikrambtech2025-png/blog/shipping-on-6gb.htmlvikram-shipping-on-6gb2026-09-24Constraint is a feature. When you only have 6 GB of VRAM, you stop reaching for the biggest model and start engineering.