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Yashasvaddi/README.md

Hi, I'm Yashas Vaddi πŸ‘‹
Typing SVG

AI Engineering β€’ Deployment β€’ Automation β€’ Systems Thinking πŸš€


🧠 About Me

I’m an AI Engineer who focuses on making models actually usable in the real world β€” deployed, optimized, and running reliably.

  • πŸŽ“ 3rd-year Computer Science Engineering student.
  • 🧠 Work spans LLMs, RAG systems, agent-based architectures, and local model inference
  • βš™οΈ Strong focus on deployment, servers, tunnels, automation, and infra
  • πŸ” Interested in privacy-first AI (local & decentralized models)
  • πŸ§ͺ Prefer building end-to-end systems over isolated demos

I care less about model hype and more about systems that work under constraints.


πŸ’Ό Skills & Tooling

🧠 AI / ML / LLM Systems

Python PyTorch TensorFlow Scikit-Learn OpenCV

  • Local LLMs (Ollama, Phi, Qwen, Gemma)
  • RAG pipelines (CSV / vector DB / symptom-based retrieval)
  • Tokenization & dataset preprocessing at scale
  • Agent-based & multi-agent reasoning systems

🌐 Backend / Web / APIs

FastAPI React Next.js JavaScript

  • FastAPI-based AI services
  • API orchestration & fallback strategies
  • Real-time transcription & processing pipelines

πŸ›  Infra / DevOps / Deployment

Linux Nginx Cloudflare Docker GitHub

  • Cloudflare Tunnels (no open ports, ISP-safe)
  • Nginx reverse proxy setups
  • Self-hosted AI servers (CPU-constrained environments)
  • GitHub Pages, Render, Streamlit deployments

πŸš€ Projects & Work

  • 🧠 Micropulse – Local & distributed SLM system (privacy-first AI)
  • 🧩 RAG-based ERM Assistant – Reduced API calls by storing symptom-level abstractions
  • πŸŽ™ Live Audio Transcription + Keyword Extraction for medical workflows
  • 🌍 Location-based Chat App – Geo-matching + WebSocket privacy model
  • πŸ€– Multi-agent Deliberative AI System (Project AETHER)
  • πŸ§ͺ Trained & optimized small language models under limited compute
  • πŸ“„ Published 2 AI/ML research papers
  • πŸ† Participated in multiple ML hackathons
  • πŸ’Ό Internships: Doctors App, Mindray

πŸ“« Connect

If you care about AI that actually runs, not just models that look good in notebooks β€” we’ll get along.

πŸ“© yashas.vaddi12@gmail.com πŸ”— linkedin.com/in/yashasvaddi πŸ™ github.com/YashasVaddi


β€œBuild systems, not demos. Optimize for reality.”

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