Hello!
Thank you for stopping by!
I am an Engineer in the field of artificial intelligence with extensive experience in audio, image and video data collection and processing. I completed a Deep Learning Nanodegree on Udacity where MLPs, CNNs, RNNs and GANs were some of the topics and I want to continue learning more and more about the fascinating world of AI.
In this blog I will share cool things I learn during my journey trying to master AI and ML.
Posts
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Quantization: A Crucial Technique in Today’s AI Landscape
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Create your own local and private LLM with Ollama
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Embeddings, Vector Databases, RAG, KNN, Hierarchical Navigable Small World (HNSW)
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What is IoU (Intersection over Union), Non Max Suppression, HSV, RGB and Grayscale…Computer Vision is fun!
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Transformers - Attention is all you need
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YouTube Querier with Langchain and Gradio
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Langchain and Streamlit
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U-NET Model Implementation and SAM (Segment Anything Model) exploration
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Fine-tuning ChatGPT with custom data
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Remove text from an image with OCR
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CNN for Image Classification from scratch and with Transfer Learning
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Open AI Whisper to Stable Diffusion
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Diffusers and Gradio
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Stable Diffusion
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Timeseries prediction with XGBoost
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Accelerate Pandas for quicker data manipulation
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Convolutional Neural Networks for Audio Signal Analysis
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DCGAN - GENERATE FACES
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Style Transfer with VGG19
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