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Ruudra Patel
Junior Data Scientist specializing in ML, LLMs, and RAG applications
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About
University hackathon finalist (2nd place) who built CareerSpark, a production-style multi-agent career guidance app in 24 hours using a hierarchical debate architecture with a moderator/judge agent. Has startup internship experience at LiveSpheres AI using LangChain for multi-LLM orchestration, and demonstrates a structured approach to testing/evaluation (golden sets, integration sims, latency/accuracy KPIs) plus strong non-technical stakeholder communication.
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Key Strengths
- Built and deployed a multi-agent career guidance app (CareerSpark) in 24 hours; won 2nd place at university hackathon
- Designed structured multi-agent debate workflow with moderator/judge agent to synthesize outcomes
- Hands-on LLM orchestration experience (custom orchestration + LangChain in startup internship)
- Reliability-focused agent development: compartmentalized roles, structured outputs (JSON/YAML), unit + integration testing
- Pragmatic model/prompting strategy: start with smaller/faster models, scale up; uses RAG when needed
- Able to communicate AI system behavior and limitations to non-technical audiences and align scope to core value
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Publications
1 publication
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