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Bishara Bishara
Entry-Level Software Engineer specializing in AI/ML pipelines
Student Mentor1 years experienceEntry-LevelTechnologyArtificial IntelligenceHealthcare IT
ScreenedIdentity Verified
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About
Built a production LLM-powered interview-prep app that ingests job postings and generates tailored preparation plans. Iterated from a single generalist LLM to a multi-LLM pipeline and used RAG to ground the final chat assistant on locally stored intermediate outputs; has also experimented with n8n vs Python-coded pipelines for orchestration.
Experience
Student MentorBraude Academic College of Engineering
Research AssistantBraude Academic College of Engineering
Education
Braude Academic College of Engineeringbachelor, Software Engineering
Key Strengths
- Built and deployed an LLM-powered interview preparation application
- Improved output specificity by decomposing a monolithic LLM into multiple task-focused LLM components
- Integrated RAG to ground a chat experience on outputs generated by upstream LLM steps
- Demonstrates practical model/prompting tradeoff awareness (cost, context window, zero-shot vs few-shot, chain-of-thought)
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