Pratham Jiwnani on Instagram: "Save this reel ! No company can reject you once you add these projects in your resume Follow this page and comment any emoji to receive links in your dm (Note- Automation only works when you follow) Projects - 1) Text-to-Video Generator (AI Video Synthesis) What: Converts text prompts into short AI-generated videos using diffusion models. Shows you understand multimodal generation. Stack: Python, PyTorch, Diffusion Models, Transformers 2) Document Q&A System (RAG A
Pratham Jiwnani on Instagram: "Save this reel ! No company can reject you once you add these projects in your resume Follow this page and comment any emoji to receive links in your dm (Note- Automation only works when you follow) Projects - 1) Text-to-Video Generator (AI Video Synthesis) What: Converts text prompts into short AI-generated videos using diffusion models. Shows you understand multimodal generation. Stack: Python, PyTorch, Diffusion Models, Transformers 2) Document Q&A System (RAG A
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AI TECH SIMPLIFIED on Instagram: "What is FAISS? FAISS (Facebook AI Similarity Search) is a vectorDB that helps you quickly find “which vectors are most similar to this one?” even when you have millions or billions of vectors. Q.) Why do we even need a vector database? A.) In modern AI (LLMs, vision models): Text → converted to embeddings Images → converted to embeddings Audio → converted to embeddings A vector database lets you: Store embeddings Search nearest neighbors using cosine / L2 distan
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