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FIDE ID 531055591· born 2005 · last updated 9/24/2026
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Shortlist public Lichess and chess.com accounts for Panwar Aparna Singh via fuzzy name, country, and rating-band signals. Fastest path; works without sample games.
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Their repertoire vs yours
Once you have a candidate account, we cross-reference its opening tree against your imported games, surfacing the lines they play that you don’t know, the leaks in their repertoire you can punish, and the gaps in yours you’ll need to plug before the game.
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AI matching by sample game
We checked our stored public PGN sources for FIDE ID 531055591 and do not have usable games for Panwar Aparna Singh yet. Paste games below to run repertoire matching by play pattern.
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