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swamy18/README.md
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🛠️ Skills Matrix

Category Technologies
Programming Languages Python SQL CUDA
ML Frameworks/Libraries PyTorch TensorFlow Hugging Face scikit-learn NumPy Pandas
AI Specializations Deep Learning • Natural Language Processing • Computer Vision • RLHF • JEPA • Mixture-of-Reasoning • Emotion AI • Model Quantization • Pruning • Optimization • Synthetic Data Generation
Cloud Infrastructure AWS GCP Docker Kubernetes
Data Engineering ETL Pipeline Design • Apache Spark • MySQL • PostgreSQL • NoSQL (MongoDB) • Query Optimization • Big Data Processing
Tools & Technologies Git GitHub Power BI Linux Jupyter

💼 What I Do

  • 🤖 Build Production-Grade AI Systems — Develop end-to-end machine learning pipelines from research to deployment
  • 🧠 Cracked AI Startup — Founder of Friday AI, creating advanced AI Frameworks,Models & systems with multi-modal capabilities
  • Performance Optimization — Reduce inference costs by 30% and latency by 50% through CUDA kernel optimization and intelligent caching
  • 🎯 Scalable ML Pipelines — Design and deploy distributed training systems, model quantization, and production-ready frameworks
  • 📊 Data Engineering — Build robust ETL pipelines processing millions of data samples with quality validation
  • 🚀 Technical Leadership — Lead AI research initiatives, system architecture, and product strategy development
  • 💡 Innovation — Pioneer adaptive frameworks like JEPA and Mixture-of-Reasoning for next-generation AI applications

🤝 Let's Connect & Collaborate

LinkedIn X Email

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