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Kylie D'Alessandro
AI Product Developer | Edtech & Small Teams
New to Contra
Kylie is ready for their next project!
MainLoop is coding academy for teenagers, and the LMS it runs on. Built to handle scheduled cohorts and self-paced tracks in one system.
Curriculum model - courses composed of modules and lessons, authored once and surfaced through either delivery mode
Enrollment and progress - per-student state that tracks completion independently of how a student is consuming the material
Cohort scheduling - dated sessions layered over the same lessons, so a cohort is a schedule pointing at curriculum rather than a copy of it
Instructor view - where each student actually is, instead of inferring it from attendance
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Misconception Mapper RAG is an interpretable education-focused RAG system for working with standards, rubrics, readings, assignments, and anonymized student work. It pairs a Next.js interface with a FastAPI backend and a hybrid retrieval stack combining dense vector search, BM25, Reciprocal Rank Fusion, and CrossEncoder reranking.
Unlike a generic document chatbot, the application produces purpose-built student and teacher outputs while keeping its evidence trail visible through citations, source metadata, confidence levels, missing-evidence flags, and an end-to-end retrieval debugger.
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CurioQuest
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CurioQuest - AI-Powered Gamified Science Education
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