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swamy18/README.md
Typing SVG

πŸ› οΈ Skills Matrix

Category Technologies
Programming Languages Python JavaScript CUDA
ML Frameworks/Libraries PyTorch TensorFlow Hugging Face scikit-learn NumPy Pandas
AI Specializations LLMs β€’ RAG Pipelines β€’ NLP β€’ Computer Vision β€’ RLHF β€’ Model Quantization β€’ Pruning β€’ Optimization β€’ Drift Detection β€’ A/B Testing β€’ Model Evaluation
Backend & APIs FastAPI β€’ Django β€’ REST APIs β€’ GraphQL β€’ WebSockets β€’ Async Processing
Frontend React β€’ TypeScript
Databases PostgreSQL SQL pgvector Redis
Cloud Infrastructure AWS Docker Kubernetes CI/CD
Data Engineering PySpark β€’ ETL Pipelines β€’ Feature Engineering β€’ Query Optimization

πŸ’Ό What I Do

  • πŸ€– Build Production AI Systems β€” End-to-end systems from LLM orchestration β†’ APIs β†’ frontend dashboards
  • ⚑ Optimize AI Performance β€” Reduced inference latency by 40% using quantization and batching
  • 🎯 Reliable ML Systems β€” Built evaluation frameworks (15+ metrics), drift detection, and A/B testing infra
  • πŸ“Š RAG & LLM Systems β€” Designed retrieval pipelines, embeddings, reranking, and hallucination control
  • πŸš€ AI Infrastructure β€” Async pipelines, rate limiting, monitoring, and production-grade reliability

🀝 Let's Connect & Collaborate

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    Lightweight middleware to detect silent ML model failures, prediction drift, and unstable inference in production

    Python 6

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    Unified framework for robot learning built on NVIDIA Isaac Sim

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  3. x-gun-memory x-gun-memory Public

    It's a multi-agent memory engine for AI systems that works as an MCP server.

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    Your API β‡’ Paid MCP. Instantly.

    TypeScript 3

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    Forked from njbrake/agent-of-empires

    Manage multiple Claude Code, OpenCode agents from either TUI or Web for easy access on mobile. Also supports Mistral Vibe, Codex CLI, Gemini CLI, Pi.dev, Copilot CLI, Factory Droid Coding. Uses tmu…

    Rust 1

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    Jetbrains Claude Code and Codex GUI Plugin

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