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krishangnaikar/README.md

👋 Hi, I’m Krishang Naikar

CS @ San Jose State University • AI Systems • Backend & Data Pipelines

EmailLinkedInGitHub


🚀 What I Do

  • Build production-style AI systems (RAG, multimodal, local LLMs)
  • Design backend systems and high-throughput data pipelines
  • Focus on real-world deployment, not just demos

🧠 Key Impact

  • Co-founded GradAchiever → built automation + data systems for student planning
  • Built Java + Python data pipelines for analytics and large-scale data extraction
  • Developed a multimodal RAG system (text, image, audio, video) with local LLMs

🛠️ Tech Stack

Languages
Python • Java • C/C++ • SQL

AI / ML
RAG • PyTorch • LangChain • Ollama • LLaVA • Embeddings

Backend & Infra
PostgreSQL • REST APIs • Docker • Data Pipelines

Systems / Tools
Qdrant • Tesseract • FFmpeg • Git


📌 Featured Work

🔹 Multimodal Graph-RAG System

👉 https://github.com/krishangnaikar/Multimodal-Enterprise-RAG

  • Built a local, privacy-first AI system (no external APIs)
  • Integrated LLMs + vision + embeddings + vector database (Qdrant)
  • Supports text, image, audio, and video ingestion + retrieval
  • Designed as a modular, production-style ML system

🔹 Image Classification Pipeline (PyTorch)

  • Built an end-to-end ML pipeline with training and inference
  • Implemented transfer learning (VGG16 / DenseNet)
  • Designed a reproducible CLI-based workflow for experimentation

🎯 What I’m Looking For

  • Software Engineering / AI Internships
  • Roles in autonomy, ML systems, or backend infrastructure
  • Teams building real-world AI systems at scale

⚡ Why Me

  • I don’t just use AI — I build full systems around it
  • Strong in backend + data + ML integration
  • Experience with local LLM stacks (practical + production-focused)

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