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KaraNxKP007/README.md

Hi ๐Ÿ‘‹, I'm Karan Pratap Singh Rathore

AI Engineer | Full Stack Architect | Data Scientist

Engineering Autonomous Systems & Scalable Web Infrastructure

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๐Ÿš€ Executive Summary

I am a final-year Engineering student at IIT Jodhpur, specializing in High-Performance Computing and Generative AI. My work bridges the gap between complex machine learning models and production-ready web applications.

I specialize in Agentic AI and Multimodal Data Pipelines. From engineering dual-engine architectures for developer tools to optimizing pricing algorithms for e-commerce, I build systems that are not just functional but intelligent and autonomous.


๐Ÿ’ผ Value Proposition: How I Drive Impact

  • Automating Developer Workflows: I build tools that write code. My project CodeBulb integrates Gemini 2.5 & DeepSeek V3 to create autonomous agents that self-correct syntax errors and scaffold projects via shell commands.
  • Optimizing Business Metrics with AI: I don't just train models; I improve outcomes. I ranked in the Top 1% of the Amazon ML Challenge by reducing forecast error (SMAPE) by 20%, utilizing a 700+ feature pipeline with CLIP and ResNet50 embeddings.
  • Scalable Full-Stack Engineering: I deliver speed and reliability. At SharpCareer Technologies, I reduced task-completion time by 45% for 500+ users by architecting modular React interfaces and robust REST APIs.

๐Ÿ“Š GitHub Analytics

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๐Ÿ› ๏ธ Technical Arsenal

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Python
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JavaScript
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TypeScript
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C++
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PostgreSQL
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MySQL
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React.js
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Node.js
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Express.js
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PyTorch
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TensorFlow
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OpenCV
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Git
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Docker
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Linux/Bash
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Streamlit
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Postman
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Pandas

๐Ÿ”ฎ Featured Projects

๐Ÿค– CodeBulb - Autonomous AI Pilot for VS Code

  • Stack: TypeScript, VS Code API, Gemini 2.5, DeepSeek V3.
  • Core Tech: Engineered a dual-engine AI architecture capable of real-time context switching.
  • Agentic Capabilities: Developed autonomous Node.js agents that execute shell commands to scaffold projects and auto-patch syntax errors without human intervention.

๐Ÿ›’ Amazon ML Challenge 2025 - Multimodal Pricing Engine

  • Stack: Python, PyTorch, CLIP, ResNet50.
  • Achievement: Ranked Top 1%. Reduced SMAPE from 66% to 35%.
  • Deep Learning: Constructed a 723-feature pipeline fusing text embeddings (Sentence Transformer) and image features (CLIP/ResNet) to capture semantic and visual product data.

โšก Fischer-Yates Algorithm Visualizer

  • Stack: JavaScript (ES6+), CSS3, jsPDF.
  • Engineering: Interactive SPA visualizing O(n) shuffle algorithms using asynchronous DOM manipulation and regex-based log sanitization.

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  1. codebulb codebulb Public

    VScode Extension

    JavaScript

  2. Covid19-detection Covid19-detection Public

    Forked from Devampatel94/Covid19-detection

    Machine Learning Project under Prof. Avinash of CSE department IIT Jodhpur.

    Jupyter Notebook

  3. Hypothesis-Testing Hypothesis-Testing Public

    NYC Taxi Revenue Analysis: Uncovering how payment methods impact driver earnings. Using 6.4M taxi trips, we show card payments generate 18.7% higher revenue than cash. Advanced ML models and statisโ€ฆ

    Jupyter Notebook

  4. SharpSkill SharpSkill Public

    Forked from anurag-2024/SharpCarrer

    JavaScript