Jobs at AASIOM PVT LTD
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PERSONAL INFORMATION
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Holding offer? *
SCREENING QUESTIONS
You receive a WhatsApp voice note via webhook. You need to transcribe it, extract structured data via LLM, and send a hospital alert — all under 15 seconds. What's synchronous and what's async? Walk me through your architecture.
Share a GitHub/GitLab link to one project where you deployed an ML model that handles real user input in production (not Kaggle, not a class project).
Have you deployed a model on a GPU instance (AWS g4dn, GCP T4, etc.)?
Which Indian languages have you handled in any STT or NLP project?
Share a link to one live/deployed backend API or application you built.
Which speech-to-text models have you worked with?
When calling GPT-4o-mini for structured JSON extraction from messy Hindi transcripts, how do you guarantee valid output every time? What's your fallback when the model hallucinates or returns malformed JSON?
Which of these have you used in production?
What's your monthly rate expectation for a 3-month contract? (INR)
You'll work independently for 2-week sprints with a non-technical CEO. How will you communicate daily progress without being chased?
Availability — can you start May 1 and dedicate 4-6 hours/day for 3 months?
Link to your Peerlist profile
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