AUAman Ullainconnectaman.hashnode.dev·Feb 1 · 4 min readLLM Reranker - new way to rerankingIntroduction In contemporary Generative AI applications, including RAG (Retrieval-Augmented Generation) pipelines and conversational search, the caliber of retrieved documents significantly influences the quality of generated responses. Rerankers are...00
AUAman Ullainconnectaman.hashnode.dev·Sep 20, 2025 · 9 min readBuilding PitchLense: An AI-Powered Startup Risk Analysis Platform for Google Cloud Gen AI Exchange HackathonHow I built a comprehensive startup evaluation platform using Model Context Protocol (MCP), Google Gemini AI, and real-time market intelligence https://www.youtube.com/watch?v=XUuLeXaEIdI Web Application Try the live demo at https://www.pitchlense....00
AUAman Ullainconnectaman.hashnode.dev·Feb 22, 2025 · 13 min readFine-Tuning the Qwen2.5-7B-VL-Instruct Model: A Comprehensive GuideIn this blog post, we explore the intricacies of fine-tuning the Qwen2.5-7B-VL-Instruct model—a state-of-the-art multi-modal transformer designed for both text and image understanding. We will delve into the model’s architecture and its applications,...00
AUAman Ullainconnectaman.hashnode.dev·Oct 4, 2023 · 9 min readPalooza : Revolutionizing Research with LLM’sDemo https://github.com/connectaman/Palooza/blob/0d979d5e4cef26a58cc04e164d1ab666138c4945/documentations/Palooza%20Handson%20Demo.mp4 Code Repo Link https://github.com/connectaman/Palooza/tree/main Introduction Our innovative AI-driven research assis...00
AUAman Ullainconnectaman.hashnode.dev·Nov 10, 2022 · 8 min readExecute Jupyter Notebook from S3 bucketTriggering Jupyter Notebook execution from the S3 bucket Running jupyter notebook from an S3 bucket is a common use case for most of us. Sadly AWS doesn't allow or support any provision for the same out of the box. Today in this blog I will explain h...00
