Answer pregnancy questions from trusted health sources with citations
Intermediate14h1–2
EmbeddingsLLMChroma
17/20Clinical Trial Matcher
Find clinical trials a patient may qualify for in plain language.
Advanced24h2–3 people17/20 fit
Build Clinical Trial Matcher for patients and caregivers in ~24h with 2–3 people. Stack: Embeddings + LLM + Postgres.
Why it wins: Hard retrieval problem with real impact.
Build flow
01 · Problem
Trial eligibility criteria are long and technical.
02 · Solution
Index public trial listings, parse inclusion and exclusion criteria and match against a patient-entered profile, explaining each criterion.
03 · Build
- 1Fetch trial data
- 2Parse criteria
- 3Match profiles
- 4Explain results
04 · Demo
Enter a profile and show matched trials with criteria explained.
MVP checklist
- Criteria parsing
- Profile matching
- Explanations
- Location filter
Tech stack
| Tech | Role | |
|---|---|---|
| Embeddings | Semantic similarity | AI |
| LLM | Language model | AI |
| Postgres | Relational database | Data |
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