Sudheer Singh, Author at Towards Data Science https://towardsdatascience.com Publish AI, ML & data-science insights to a global community of data professionals. Thu, 07 Aug 2025 17:33:51 +0000 en-US hourly 1 https://wordpress.org/?v=6.8.3 https://towardsdatascience.com/wp-content/uploads/2025/02/cropped-Favicon-32x32.png Sudheer Singh, Author at Towards Data Science https://towardsdatascience.com 32 32 Finding Golden Examples: A Smarter Approach to In-Context Learning https://towardsdatascience.com/finding-golden-examples-a-smarter-approach-to-in-context-learning/ Thu, 07 Aug 2025 17:33:39 +0000 https://towardsdatascience.com/?p=606807 From random example selection to systematic AuPair generation  — how to make your LLM prompts actually work

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]]> From Equal Weights to Smart Weights: OTPO’s Approach to Better LLM Alignment https://towardsdatascience.com/from-equal-weights-to-smart-weights-otpos-approach-to-better-llm-alignment/ Tue, 15 Jul 2025 17:19:56 +0000 https://towardsdatascience.com/?p=606592 Using optimal transport to weight what matters most In LLM-generated responses

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]]> Circuit Tracing: A Step Closer to Understanding Large Language Models https://towardsdatascience.com/circuit-tracing-a-step-closer-to-understanding-large-language-models/ Tue, 08 Apr 2025 18:38:39 +0000 https://towardsdatascience.com/?p=605686 Reverse-engineering large languages models' computation circuit to understand their decision-making processes

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