⌨️ I'm currently working on:
🎥 Large-scale fish video analysis using computer vision and deep learning
🐟 Achieving high accuracy in species identification and length measurement
🔭 Reducing manual effort by automating video processing with ML pipelines
👥 I'm looking to collaborate on:
🔓 Open-source machine learning projects
🕵️ Computer vision | 📖 Natural language processing | 📺 Recommender systems
🆘 I'm looking for help with:
⚡ Optimizing deep learning model performance and scalability
☁️ Deployment on cloud platforms (AWS, Azure)
📚 I'm currently learning:
🤖 Advanced deep learning (Vision Transformers, Large Language Models)
⚖️ Ethical and responsible AI development practices
💬 Ask me about:
🔧 Experience with data science tools (TensorFlow, PyTorch, PySpark)
🛒 Real-world applications (E-commerce, Computer Vision, Customer Analytics)
⚡ Fun fact:
🧠 Despite my technical background, I have a deep fascination for philosophy
🔭 Exploring societal implications of emerging technologies like AI
- United States
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05:42
(UTC -04:00) - https://pradyoth.wixsite.com/portfolio
- in/pradyothsp
- https://medium.com/@sppradyoth
Highlights
- Pro
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backorder-prediction
backorder-prediction PublicThis is a Django web application that uses machine learning to predict whether a product will go on backorder or not. It uses a pre-trained Random Forest Classifier, Decision Tree and LGBM models t…
Jupyter Notebook 2
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person-detection-using-embarrassingly-parallel-computating
person-detection-using-embarrassingly-parallel-computating PublicThis project aims to demonstrate the use of embarrassingly parallel computing techniques for detecting persons in video frames.
Python 1
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Customer_Segmentation_Clustering
Customer_Segmentation_Clustering PublicThis project aims to use k-means and Agglomerative clustering to segment customers into different groups based on their characteristics and purchasing habits. The goal is to understand the similari…
Jupyter Notebook
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bd-pipeline
bd-pipeline PublicThis project involves building a big data pipeline to source, process, and visualize data. The pipeline consists of multiple steps, including data sourcing using Python, Kafka for data streaming, A…
Jupyter Notebook 1
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dv-world-energy-consumption
dv-world-energy-consumption PublicThe "World Energy Consumption Visualized" project uses interactive visualizations to explore the dynamic connection between global energy consumption and economic prosperity, offering insights thro…
JavaScript 1
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