~/talk

Chandrayaan Mindset for Your AI Career: Build Systems That Survive India

Talkat DevConf.IN 2026 · on Saturday, 2026-02-14· at 11:15· VYAS - 1 - Room#VY124· [career-development, machine-learning]
links:none on file
slides:none on file

India needs systems that survive multilingual noisy inputs, low connectivity and cheap hardware rather than ever‑larger models; the practical claim is to shift to frugal open‑source stacks, many small models, and shipping a 30‑day MVP. The framework maps speed, rigor, sovereignty, product communication to concrete engineering: collect diverse data, build an eval set as unit tests for behavior, add safety/access controls, a monitoring dashboard plus rollback‑ready releases, and contribute deployable artifacts (test harness, docs, deployment blueprint) within 30 days.

AI-written summary · about

  1. 0:00Introduction
  2. 1:24India needs AI mindset
  3. 2:28Chandrayaan symbol
  4. 3:55Global lessons journey
  5. 6:25Speed and rigor from China Germany
  6. 9:44Cultural pride communication
  7. 12:31India’s adaptability
  8. 14:41AI systems for India
  9. 16:26Frugal stack 30-day MVP
  10. 17:5130-day assignment
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