Madhav Reddy

AI l Freelance

[Madhav Reddy @PositiveBit0001]

“Thinking is difficult, that’s why most people judge.” - Carl Jung

[Madhav Reddy @PositiveBit0001]

@TelanganaPillaa Time period?

[Madhav Reddy @PositiveBit0001]

@jkrforu @TelanganaPillaa Use chatgpt bro it will explain clearly with examples and factors that are affecting the call and put options

[Madhav Reddy @PositiveBit0001]

We are cooked😭

[Madhav Reddy @PositiveBit0001]

FAKE it until you MAKE it

[Madhav Reddy @PositiveBit0001]

When building production RAG systems, how do you choose between cosine similarity, dot product, and Euclidean distance

[Madhav Reddy @PositiveBit0001]

Recently had my first round for an AI/ML Engineer role at a top MNC
Sharing some key technical questions asked👇

[Madhav Reddy @PositiveBit0001]

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?

[Madhav Reddy @PositiveBit0001]

Recently had my first round for an AI/ML Engineer role at a top MNC
Sharing some key technical questions asked👇

[Madhav Reddy @PositiveBit0001]

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?

[Madhav Reddy @PositiveBit0001]

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?

[Madhav Reddy @PositiveBit0001]

Day 52 of my #DSA challenge!

Solved 1 problem - Leetcode

4. Median of Two Sorted Arrays

[Madhav Reddy @PositiveBit0001]

Day 51 of my #DSA challenge!

Solved 1 problem - Leetcode

1658. Minimum Operations to Reduce X to Zero

[Madhav Reddy @PositiveBit0001]

Day 50 of my #DSA challenge!

Solved 1 problem - Leetcode

974. Subarray Sums Divisible by K

[Madhav Reddy @PositiveBit0001]

Day 49 of my #DSA challenge!

Solved 2 problems - Leetcode

525. Contiguous Array
560. Subarray Sum Equals K

[Madhav Reddy @PositiveBit0001]

Day 48 of my #DSA challenge!

Solved 1 problem - Leetcode

523. Continuous Subarray Sum

[Madhav Reddy @PositiveBit0001]

Day 47 of my #DSA challenge!

Solved 1 problem - Leetcode

238. Product of Array Except Self

[Madhav Reddy @PositiveBit0001]

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