Work on Kalpana Chapter and KisanMitra: retrieval, grounding, and language that meets people where they actually are.
Kalpana Chapter talks to students in crisis, in Hinglish, at three in the morning. KisanMitra answers a spoken question about a diseased crop in the language it was asked in. Both are retrieval problems before they are generation problems, and both fail badly if the model invents an answer.
This seat is about grounding: making a system that says "I do not know" instead of something fluent and wrong.
These are not calculator projects or website clones. You will work on RAG systems, real databases and production AI pipelines — the kind of work you can actually talk about in an interview.
You choose your track on the form. One application per role — pick the one you are strongest in.
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Humans Care Foundation is a non-profit organization dedicated to improving the lives of underprivileged communities through various social initiatives.