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Karan Baid
Intern Machine Learning Engineer specializing in Generative AI and RAG systems
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About
Early-career AI/LLM builder who created and deployed a multi-agent news analysis agent (Patrakarita) using CrewAI, coordinating researcher/analyst roles to turn noisy article URLs into structured, prioritized outputs (claims, tone, verification questions, opposing views). Strong focus on orchestration debugging and reliability evaluation, including measuring hallucination/redundancy and improving reasoning by refactoring pipeline sequencing.
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Key Strengths
- Built and deployed a multi-agent news analysis system (Patrakarita) that ingests URLs and outputs structured analysis
- Debugged and refactored agent orchestration/pipeline sequencing to reduce redundancy and hallucinations
- Component-level and end-to-end evaluation of agent workflows using fixed test cases and real-world inputs
- Defines reliability metrics for agents (task completion rate, redundancy/hallucination frequency) and tests non-determinism with repeated runs
- Pragmatic model selection based on task type, failure tolerance, and speed vs reasoning tradeoffs
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