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kartik sharma
Mid-level Full Stack AI Engineer specializing in LLM and RAG systems
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About
Founding engineer and full-stack AI builder who single-handedly created Aura Groups Sweden's Trust and Growth platform across frontend, backend, ETL, and LLM services. Has hands-on experience shipping RAG-based products with OpenAI APIs and using them in real workflows, plus early-stage startup experience at nesoi.ai where they helped get an AI learning platform adopted by teams at Bain and Amazon.
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Key Strengths
- End-to-end ownership of full-stack AI products
- Built a production trust and growth scoring platform single-handedly
- Strong TypeScript across frontend, backend, and AI layers
- RAG and LLM system design for grounded scoring and explanations
- ETL and data integration across inconsistent public data sources
- Pragmatic AI risk management with human-in-the-loop boundaries
- Early-stage execution as a founding engineer
- Fast prototyping and demo-driven alignment
- Applied AI in financial/company intelligence workflows
- Production evaluation and prompt refinement for model stability
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