Madhav Reddy (@PositiveBit0001) header
Madhav Reddy (@PositiveBit0001) profile picture

AI l Freelance

Joined April 2024
Photo by Madhav Reddy (@PositiveBit0001)Photo by Madhav Reddy (@PositiveBit0001)Photo by Madhav Reddy (@PositiveBit0001)Photo by Madhav Reddy (@PositiveBit0001)Photo by Madhav Reddy (@PositiveBit0001)Photo by Madhav Reddy (@PositiveBit0001)Photo by Madhav Reddy (@PositiveBit0001)Photo by Madhav Reddy (@PositiveBit0001)Photo by Madhav Reddy (@PositiveBit0001)Photo by Madhav Reddy (@PositiveBit0001)
“Thinking is difficult, that’s why most people judge.” - Carl Jung
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FAKE it until you MAKE it
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When building production RAG systems, how do you choose between cosine similarity, dot product, and Euclidean distance
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Recently had my first round for an AI/ML Engineer role at a top MNC Sharing some key technical questions asked👇
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Recently had my first round for an AI/ML Engineer role at a top MNC Sharing some key technical questions asked👇
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Deep Learning > Explain differences and use cases of RNN and LSTM? > What are the main issues with RNNs and how do Transformers overcome them? > What is attention mechanism? > What are actually Query, Key, Value in attention mechanism? > Activation Function in Transformers?
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RAG Pipeline Deep Dive > Explain RAG pipeline End to End in detail?(questions involved in chunking strategies, Retrieval mechanisms) > Is RAG fine-tuning method, Why is RAG not a fine-tuning method? > What is the role of context window in RAG? > How are embeddings and semantic search used for retrieval? > How do you evaluate RAG in Production?
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Imagine you running a pizza franchise and struggling with no-shows after orders are placed. What features would you include in a model to predict which customers might not show up?
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Day 52 of my #DSA challenge! Solved 1 problem - Leetcode 4. Median of Two Sorted Arrays
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Day 51 of my #DSA challenge! Solved 1 problem - Leetcode 1658. Minimum Operations to Reduce X to Zero
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Day 50 of my #DSA challenge! Solved 1 problem - Leetcode 974. Subarray Sums Divisible by K
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Day 49 of my #DSA challenge! Solved 2 problems - Leetcode 525. Contiguous Array 560. Subarray Sum Equals K
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Day 48 of my #DSA challenge! Solved 1 problem - Leetcode 523. Continuous Subarray Sum
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Day 47 of my #DSA challenge! Solved 1 problem - Leetcode 238. Product of Array Except Self
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Day 46 of my #DSA challenge! Solved 3 problems - Leetcode 1732. Find the Highest Altitude 1480. Running Sum of 1d Array 1588. Sum of All Odd Length Subarrays
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Day 45 of my #DSA challenge! Solved 2 problems - Leetcode 1422. Maximum Score After Splitting a String 1413. Minimum Value to Get Positive Step by Step Sum
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Day 44 of my #DSA challenge! Solved 2 problems - Leetcode 724. Find Pivot Index 303. Range Sum Query - Immutable
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