I'm a Senior Developer Advocate - Large Language Models at NVIDIA, where I demonstrate how developers can leverage GPU acceleration in their LLM workflows using tools and frameworks widely adopted by the developer community.
- Developer Advocacy: Help developers understand and implement cutting-edge AI technologies
- Technical Content: Write blogs, create tutorials, and speak at conferences
- Community Building: Engage with developers and share knowledge about LLMs and GPU acceleration
- Open Source: Contribute to NVIDIA's GenerativeAIExamples and other projects
- Education: Master's in Computer Science from Illinois Institute of Technology, Chicago
- Previous Roles:
- Senior Technical Product Marketing Manager, AI/ML at NVIDIA (TensorRT, Deep Learning Frameworks, RAPIDS)
- AI Research Intern at BMW Group (Computer Vision for manufacturing)
- Machine Learning Fellow at Fellowship.AI
- Frameworks: PyTorch, TensorFlow, JAX, Deep Graph Library (DGL), PyTorch Geometric (PyG)
- NVIDIA Stack: TensorRT, Triton Inference Server, RAPIDS cuDF, cuML
- LLM Tools: Hugging Face Transformers, LangChain, RAG workflows
- Primary: Python, JavaScript
- Others: R, SQL, C++
- Cloud Platforms: AWS, Google Cloud, Azure
- Containerization: Docker, Kubernetes
- CI/CD: GitHub Actions, Jenkins
- Data Processing: pandas, NumPy, RAPIDS cuDF
- Visualization: Matplotlib, Seaborn, Plotly
- ML Libraries: scikit-learn, XGBoost, LightGBM
- Creating RAG-Based Question-and-Answer LLM Workflows at NVIDIA - Oct 2024
- Deploying Accelerated Llama 3.2 from the Edge to the Cloud - Sep 2024
- Generative AI Agents Developer Contest: Top Tips for Getting Started - May 2024
- RAPIDS cuDF Accelerates pandas Nearly 150x with Zero Code Changes - Mar 2024
- Contribution: Active contributor to NVIDIA's official Generative AI examples repository
- Focus: LLM workflows, GPU acceleration, and developer tools
- Link: View Contributions
- SociAlly: AI-powered platform for social anxiety support using Llama3
- StreamLens: Real-time video analysis with AI-powered scene understanding and auto-generated content
- Conferences: Regular speaker at AI/ML conferences and meetups
- YouTube: Technical tutorials and talks on my channel
- Community: Active in AI/ML communities and developer advocacy
I'm always interested in connecting with fellow developers, researchers, and AI enthusiasts. Feel free to reach out!
- Website: jayrodge.github.io
- Email: jayrodge@live.com
- LinkedIn: linkedin.com/in/jayrodge
- Twitter: @jayrodge15
- Medium: @jayrodge
- π― Toastmasters Member: 4+ years of public speaking practice
- οΏ½οΏ½ Tesla FSD User: Daily user of Tesla's Full Self-Driving technology
- π΅ AI Tool Enthusiast: Always experimenting with the latest AI tools and frameworks
- π Global Perspective: Experience working across different cultures and markets
"Wherever you go, go with all your heart." - Confucius
Currently based in: San Francisco Bay Area, CA
Available for: Speaking engagements, and collaboration opportunities