Solved WSDM Cup 2025 : Predict the better LLM response (A or B) for a prompt. Dataset was labeled by domain experts across multiple languages. Built two models—USE + LightGBM and fine-tuned DeepSeek-7B with QLoRA, handling long context via smart slicing.

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WSDM Cup 2025: Evaluating LLMs with Embeddings & Fine-Tuning

A real-time AI-powered predictive maintenance system using flight telemetry, deep learning, and big data to cut downtime and optimize reliability across 200+ aircraft.

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Predictive Maintenance Method Based on Machine Learning for Aviation

Welcome to my first blog post on this platform! My name is Mgh(Mamidipalli Ganeshhemanth ), and I’m thrilled to share a slice of my world with you. My journey in data science began five years ago, entrenched within the dynamic Retail Industry. Here, I honed my skills in predictive modelling, working closely with startups to enhance various facets of their customer interactions, from acquisition and relations to retention. This freelance endeavour has not only been my playground for practical application but also a crucible where theory meets reality.

DALL·E 2024-11-23 18.25.13 - A visually striking cover image for a Medium blog titled -Ganeshhemanth Mamidipalli’s Fusion of Data Science and Real-World Insights.- The design feat

Ganeshhemanth Mamidipalli’s Fusion of Data Science and Real-World Insights

🚀 Ready to embark on an exhilarating journey from your current domain to the captivating world of data science? Buckle up and fasten your seatbelts, as we navigate the roadmap together, filled with excitement, challenges, and a treasure trove of data! 📊💡

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Roadmap for Transitioning to Data Science from Other Domains

If you’re looking to create a data science portfolio website that not only showcases your skills but also gets you noticed by employers, you’re in the right place. In this guide, I’ll show you how to build a portfolio website with ChatGPT — step by step. Best of all, you don’t need any prior coding experience, and we’ll keep it simple and actionable.

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Build Your Data Science Portfolio Website in an Hour Using ChatGPT

Generative AI refers to algorithms that can create new content, such as text, images, or even music, by learning patterns from existing data. Unlike traditional AI, which focuses on recognizing patterns and making predictions, generative AI can produce creative outputs that mimic human abilities. These outputs can range from writing essays and poems to generating realistic images and synthesizing new music.

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Power of Generative AI and Transformer Models Ganesh Mamidipalli

In the era of open large language models (LLMs), customization has become not just a luxury but a necessity. 