Thinking Machines Corp. has been through bankruptcy and other hard knocks in the last 15 years, yet its chief executive officer describes it as "a babe in the woods."

Its past as a supercomputer heavyweight behind it, the Burlington, Mass., company has been reborn as a lean, 40-person operation that since last December has been selling a data mining system called Darwin.

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