SST SEMANTIC MEMORY RETRIEVAL

Ask the seniors who
already survived SST.

ECHO searches through senior voice recordings and notes semantically to uncover advice on CS & AI coursework, IITM/BITS dual-degree balance, SIL lab setups, and industry immersion.

Scanning SST senior memory vault...
Matching semantic embeddings...
Synthesising consensus answer...
Checking freshness & decay score...
Indexed across 32 preserved SST senior memories
POPULAR QUESTIONS SST SENIORS HAVE ANSWERED Click any query to search instantly

SST Semantic Matching

Echo maps the underlying meaning of technical questions across CS & AI, IITM BS, and SIL modules.

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Consensus Engine

Synthesises advice from multiple seniors into an actionable summary, highlighting verified strategies.

Freshness Tracking

Calculates memory health dynamically so you know if grading rubrics or curriculum formats have changed.