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© 2025 Kartik Jain. All rights reserved.

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    Software Engineer

    Hi, I'm Kartik Jain

    Developer focused on Backend, Blockchain and AI

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    Focused on efficiency, automation, and solving real problems with tech that actually delivers.

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    Kartik Jain - Developer Portrait
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    My Skills

    Tech Stack

    These are the technologies I work with to bring ideas to life

    Python
    FastAPI
    LangChain
    TypeScript
    NestJS
    MongoDB
    PostgreSQL
    Neo4j
    Redis
    GraphQL
    Docker
    Node.js
    AWS
    Git
    Portfolio

    Recent Projects

    Check out some of my latest work

    MCP Server
    Featured
    MCP Server

    A Model Context Protocol server to automate file operations, project initialization, and command execution — ideal for backend workflows and LLM-based agent integrations.

    Python
    MCP
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    Latest

    From The Blog

    Thoughts, insights, and tutorials on web development

    Understanding GPU VRAM
    Understanding GPU VRAM
    2025-11-09

    Ever wondered why your ML model won't fit on your GPU? Learn how to calculate VRAM requirements for training and inference, understand the difference between FP32, FP16, and INT8, and discover practical formulas with real-world examples for models from BERT to LLaMA.

    Machine Learning
    GPU
    VRAM
    Deep Learning
    AI
    Training
    Inference
    Stop Your AI From Lying: Reduce Hallucinations
    Stop Your AI From Lying: Reduce Hallucinations
    2025-06-19

    Your AI sounds confident, but is it telling the truth? Learn battle-tested techniques to cut hallucinations in production and stop losing user trust to confidently wrong AI responses. Proven methods: RAG implementation, smart prompting, system guardrails, and real case studies from developers who've solved this problem.

    AI
    LLM
    Hallucination
    RAG
    Machine Learning
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    Let's Work Together

    Have a project in mind? Let's discuss how I can help bring your ideas to life.

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