Aditya Arya
AI Developer Intern
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About
Improved production RAG retrieval relevance by 20–25% by redesigning the ranking stage with query classification and hybrid scoring (Reciprocal Rank Fusion + normalized vector/BM25 combination). Prevented silent quality regressions in production by building an automated evaluation suite on RAGAS Faithfulness and Context Precision metrics, run before every deployment. Shipped a bilingual (English/Hindi) fine-tuned assistant using Gemma-3-1B-IT via Unsloth; resolved multi-turn context loss with custom memory tracking and state management.
Experience
AI Developer Intern - AmberFlux EdgeAI Private Limited
(2025-06 - 2025-08)
- Improved production RAG retrieval relevance by 20–25% by redesigning the ranking stage with query classification and hybrid scoring (Reciprocal Rank Fusion + normalized vector/BM25 combination).
- Prevented silent quality regressions in production by building an automated evaluation suite on RAGAS Faithfulness and Context Precision metrics, run before every deployment.
- Shipped a bilingual (English/Hindi) fine-tuned assistant using Gemma-3-1B-IT via Unsloth; resolved multi-turn context loss with custom memory tracking and state management.
Education
Bachelor of Technology - Computer Science and Engineering - Rajiv Gandhi Institute of Petroleum Technology (2023 - 2027)
