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Rimsha Kanwal

AI/ML Engineer exploring RAG, retrieval evaluation, and Python backends. Sharing practical lessons and experiments through my 90-day AI engineering journey.

Joined Joined on 

Pronouns

Ramal

Day 08/90: Who Evaluates the Evaluator? When LLM Judges Get It Wrong
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Day 08/90: Who Evaluates the Evaluator? When LLM Judges Get It Wrong

#ai #llm #machinelearning #testing
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3 min read

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Day 07/90:Taking RAG from Notebook to Production — Challenges and Research-Backed Solutions
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Day 07/90:Taking RAG from Notebook to Production — Challenges and Research-Backed Solutions

#ai #rag #llm #machinelearning
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3 min read
Day 06/90: Reranking in RAG — When the Right Evidence Isn’t Ranked First
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Day 06/90: Reranking in RAG — When the Right Evidence Isn’t Ranked First

#challenge #ai #machinelearning #rag
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5 min read
Day 05/90: Duplicate Records in RAG — When Different Names Refer to the Same Entity
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Day 05/90: Duplicate Records in RAG — When Different Names Refer to the Same Entity

#ai #database #machinelearning #rag
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6 min read
Day 04/90: Lost in the Middle — Can RAG Find the Right Evidence and Still Get the Answer Wrong?_Evidence_
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Day 04/90: Lost in the Middle — Can RAG Find the Right Evidence and Still Get the Answer Wrong?_Evidence_

#challenge #rag #ai #llm
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3 min read
Day 03/90: Hybrid Search in RAG: Can Combining BM25 and Vector Search Find Better Evidence?
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Day 03/90: Hybrid Search in RAG: Can Combining BM25 and Vector Search Find Better Evidence?

#challenge #rag #llm #genai
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3 min read
Day 02/90: Chunking Strategies in RAG — Why Splitting Documents Matters
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Day 02/90: Chunking Strategies in RAG — Why Splitting Documents Matters

#challenge #rag #ai #python
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6 min read
Day 01/90: Teaching a RAG App When to Say “I Don’t Know”
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Day 01/90: Teaching a RAG App When to Say “I Don’t Know”

#challenge #ai #python #rag
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2 min read
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