vivek8031
Machine Learning Engineer 🚀💡 | Python, TensorFlow, PyTorch, Keras | Always Learning 📘💻 | Exploring the AI frontier 🤖
New Brunswick, NJ
Pinned Repositories
Advanced-NLP-with-Transformers
🔬🤖 Explore advanced NLP with Transformers! 💡 A hands-on project covering 5️⃣ major tasks: text summarization 📝, classification 🏷️, question answering ❓, named entity recognition 📇, and relationship extraction 💼. Leverages Hugging Face's Transformers, PyTorch, SpaCy, NLTK, and more! 🚀🛠️🔥 Happy learning! 🎓💻🌐
Customer-Churn-Prediction
📈 Harness the power of LightGBM, CatBoost, TabTransformer & AutoGluon-Tabular in Amazon SageMaker 🚀 for customer churn prediction. 💡🐱🔄📊 We employ Automatic Model Tuning (AMT) to train ML models 🧠, identifying unhappy customers 😞 early to prevent business loss. 💸 Comparison of models included! 📝
DGL-Fraud-Detection
🚀 Detecting financial fraud 💳💰 using Graph Neural Networks (GNNs) 🔀! Dive into how GNNs, Amazon SageMaker 🧪, and the Deep Graph Library (DGL) collaborate to spot fraudulent transactions from complex datasets 👥. Leverage R-GCN models 🌐 for multi-relational data 🎯 and enjoy better predictive performance 🏆. Experiment with us! 💡👍
DL-Approach-to-Lip-Reading
📚🗣️ "LipNet: Lip Reading Project" 👀 Transforms video frames 🎞️ into text 📄 using a spatiotemporal model 🧠🌐 Achieves 95.2% accuracy 🏆 on the GRID corpus, outperforming humans and previous models! Model training, data prep 🔄📂, and inference 💡 all included. Code can be run on StudioLab, nbviewer, and Google Colab 🔄💻.
FashionGAN
👗🧠FashionGAN: Dive into this hands-on tutorial to learn about Generative Adversarial Networks (GANs) using the Fashion MNIST dataset. Master GAN basics while generating fashionable grayscale images! 📚💻 #GAN #MachineLearning #AI
LLMs-GPT-ToolBox
🤖 GPT For Y'all, a Streamlit-based language model application offering a range of features like basic language generation 💬, creative writing ✍, text summarization 📝, few-shot learning 🎯, and Python code generation 🐍. An easy-to-use interface, designed for any language-related tasks. Your GPT model, our interface! 🚀
MyApp-2.0
THE TASK-1
SQLite-2.0
THE TASK-2
Stable-Diffusion-FineTuning
🔬🎨 Dive into the world of text-to-image generation with Stable-Diffusion-FineTuning! 🚀 From intricate impressionist art 🖼️ to dynamic action scenes 🚗, this project turns any text prompt into vibrant visuals! 💡 Perfect your model with fine-tuning, enabling a wide variety of creative applications. 🌟
TikTokAnalytics
🎉 Dive into the world of TikTok analytics with our Python project! 🐍 Analyze user engagement and content performance using TikTok's API, and visualize insights on an interactive dashboard. 🔬Test features in Jupyter notebook and contribute to our growing community. 🚀Explore, analyze, and interpret TikTok data like never before!
vivek8031's Repositories
vivek8031/DGL-Fraud-Detection
🚀 Detecting financial fraud 💳💰 using Graph Neural Networks (GNNs) 🔀! Dive into how GNNs, Amazon SageMaker 🧪, and the Deep Graph Library (DGL) collaborate to spot fraudulent transactions from complex datasets 👥. Leverage R-GCN models 🌐 for multi-relational data 🎯 and enjoy better predictive performance 🏆. Experiment with us! 💡👍
vivek8031/FashionGAN
👗🧠FashionGAN: Dive into this hands-on tutorial to learn about Generative Adversarial Networks (GANs) using the Fashion MNIST dataset. Master GAN basics while generating fashionable grayscale images! 📚💻 #GAN #MachineLearning #AI
vivek8031/LLMs-GPT-ToolBox
🤖 GPT For Y'all, a Streamlit-based language model application offering a range of features like basic language generation 💬, creative writing ✍, text summarization 📝, few-shot learning 🎯, and Python code generation 🐍. An easy-to-use interface, designed for any language-related tasks. Your GPT model, our interface! 🚀
vivek8031/TikTokAnalytics
🎉 Dive into the world of TikTok analytics with our Python project! 🐍 Analyze user engagement and content performance using TikTok's API, and visualize insights on an interactive dashboard. 🔬Test features in Jupyter notebook and contribute to our growing community. 🚀Explore, analyze, and interpret TikTok data like never before!
vivek8031/Advanced-NLP-with-Transformers
🔬🤖 Explore advanced NLP with Transformers! 💡 A hands-on project covering 5️⃣ major tasks: text summarization 📝, classification 🏷️, question answering ❓, named entity recognition 📇, and relationship extraction 💼. Leverages Hugging Face's Transformers, PyTorch, SpaCy, NLTK, and more! 🚀🛠️🔥 Happy learning! 🎓💻🌐
vivek8031/Customer-Churn-Prediction
📈 Harness the power of LightGBM, CatBoost, TabTransformer & AutoGluon-Tabular in Amazon SageMaker 🚀 for customer churn prediction. 💡🐱🔄📊 We employ Automatic Model Tuning (AMT) to train ML models 🧠, identifying unhappy customers 😞 early to prevent business loss. 💸 Comparison of models included! 📝
vivek8031/DL-Approach-to-Lip-Reading
📚🗣️ "LipNet: Lip Reading Project" 👀 Transforms video frames 🎞️ into text 📄 using a spatiotemporal model 🧠🌐 Achieves 95.2% accuracy 🏆 on the GRID corpus, outperforming humans and previous models! Model training, data prep 🔄📂, and inference 💡 all included. Code can be run on StudioLab, nbviewer, and Google Colab 🔄💻.
vivek8031/Stable-Diffusion-FineTuning
🔬🎨 Dive into the world of text-to-image generation with Stable-Diffusion-FineTuning! 🚀 From intricate impressionist art 🖼️ to dynamic action scenes 🚗, this project turns any text prompt into vibrant visuals! 💡 Perfect your model with fine-tuning, enabling a wide variety of creative applications. 🌟
vivek8031/Assignment_1_Yun_Solutions_LLP
vivek8031/Assignment_2_Yun_Solutions_LLP
vivek8031/Assignment_3_Yun_Solutions_LLP
vivek8031/Backend-Django
vivek8031/CFI-Project
vivek8031/colab
vivek8031/Credit-Decisions
📚 "Credit_Decisions" is an ML project 💼 that classifies credit applications 💳 predicting repayment likelihood. It offers explainability, offering insight into factors affecting the credit decision. 🎛️ Using AWS services and LightGBM model with SHAP for explanations, this project seeks to improve transparency in credit decisions. 🤖🔍🏦
vivek8031/freqtrade-strategies
Free trading strategies for Freqtrade bot
vivek8031/github-slideshow
A robot powered training repository :robot:
vivek8031/go_coding
🚀 A straightforward Go application simulating a conference booking system for "Go Conference". Users can book tickets 🎟️, with their details stored in memory 💾. The app checks ticket availability, accepts user details 👤👥📧, books tickets, and simulates email delivery 📤. A hands-on project to dive into Go!
vivek8031/hello-github-actions
vivek8031/kaggle-solutions
🏅 Collection of Kaggle Solutions and Ideas 🏅
vivek8031/Langchain-YouTube
vivek8031/NJ-Driver-Manual-LangChain-Vector-DB
vivek8031/Object-Detection-Birds-Species
🐦 AI-powered bird species object detection project leveraging Amazon SageMaker and the Single Shot Multi-Box Detection (SSD) algorithm. Utilizes the Caltech Birds dataset, provides detailed data prep, model training, hosting & testing instructions. Includes a bonus model improvement method. 🚀🧠🔬
vivek8031/oDo_List_MobOps_1
vivek8031/Predictive-Maintenance
🔧Predictive Maintenance: A comprehensive Jupyter 📒 guide to create a predictive model for turbofan engines 🚀 using Amazon SageMaker 🧠. It leverages NASA's Prognostic Center's dataset for authentic insights. Contribute, Fork & Improve! ⚙️🚀🔬🧮 #DataScience #AWS #PredictiveMaintenance
vivek8031/Recommender-System
🚀 Dive into custom recommender systems using Neural Collaborative Filtering (NCF) with this project! Utilizing the power of Amazon SageMaker☁️ & TensorFlow 2.0💻, we experiment with MovieLens dataset🎬 for effective user-item interactions. Clone, build, and contribute! 🛠️💫📚
vivek8031/Time-Travel-Rephotography.github.io
vivek8031/ToDo_List_MobOps
vivek8031/vivek8031
vivek8031/youtube_video_code
The code for all the YouTube videos I publish on YouTube.