Jay Rodge

ai-agents. Python

Multimodal-RAG-with-Llama-3.2. Multimodal AI agent with Llama 3.2: A Streamlit app that processes text, images, PDFs, and PPTs, integrating NIM microservices, Milvus, and Llama-3.2 models.

NVIDIA-RTX5090-AI-Dev-Setup. Jupyter Notebook

Binary-Image-Classifier-PyTorch. Repo for https://hackernoon.com/binary-face-classifier-using-pytorch-2d835ccb7816

AudioMNIST-using-PyTorch. Classifying AudioMNIST using PyTorch

Talks. Slides and Materials related to my Talks

llm-assistant-cloud-app. Build and deploy GPU-accelerated RAG-based LLM assistants in Cloud

PyText-Document-Classifier. Building a Text Classifier using PyText

One-shot-learning-on-Omniglot. One shot learning using Siamese Network

Uncommon-Hacks-2019. Cheat Detection for Online Coding Challenges using Artificial Intellligence

ds-cheatsheets. List of Data Science Cheatsheets to rule the world

Behavioral-Cloning-for-Self-Driving-Cars. Behavioral Cloning Project - Self Driving Car

Music-Genre-Classifier-using-Deep-Learning. Classifying Six Musical Genres using a LSTM model

pytorch-scholarship-challenge-notes. My notes on PyTorch Scholarship Challenge 2018/2019

Semantic-Segmentation-using-Deeplab-V3. Python

data_science_resources. 📊 Data Science Resources, Data Science Standards & Machine Learning Pipelines

image_classifier_template. This is the code for "Image Classifier Example" by Siraj Raval on Youtube

lc-all-solutions. My own leetcode solutions by python

Hackathon-Prioritizing-Customer-Leads-. Hackathon: Prioritizing Customer Leads

LeadPoisoningAndCrimeRates. CSP 571 Project

Data-Science-Notes. Notes for various topics in Data Science

maskrcnn-modanet. A MaskRCNN Keras implementation with Modanet annotations on the Paperdoll dataset

al-folio. A beautiful Jekyll theme for academics

medium-unlimited. A chrome extension to unlock articles behind medium.com paywall. Try in Chrome Webstore -

Computer-Vision-Project. Driver Alertness Detection using Ensemble of Regression Trees and Implemented in OpenCV and Swift

Advanced-Lane-Lines. Advanced Lane Lines using Computer Vision - Self Driving Car

AI-in-Data-Privacy. Global Cyber Security Initiative 2018 Hackathon Repo

AI-Saturday. Jupyter Notebook

CarND-Term1-Starter-Kit. Python

onnxruntime. ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

examples. Example code and applications for machine learning on Graphcore IPUs

apex. A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

notebooks-contrib. RAPIDS Community Notebooks

cs512_TA_CodeSamples. Code Samples for Computer Vision (cs512) Assignments

Tensorboard_demo. Tensorboard Demo by @Sirajology on Youtube

mlcube_examples. MLCube examples

Merlin. NVIDIA Merlin is an open source library providing end-to-end GPU-accelerated recommender systems, from feature engineering and preprocessing to training deep learning models and running inference in production.

learnopencv. Learn OpenCV : C++ and Python Examples

News-Classifier-using-NLP. Classifying Categories of News using NLP Techniques

openai-cookbook. Examples and guides for using the OpenAI API

GenerativeAIExamples. Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.