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Kumarharsh1/README.md

πŸ‘‹ Hi, I'm Kumar Harsh (System Designer)

πŸŽ“ M.Tech Data Science @ IIIT Bhopal (SYSTEM DESIGNER) | πŸ† Ex-Data Analyst @ L&T Hydrocarbon Energy
πŸ€– Software Developer | AI Engineer | Data Scientist | Full-Stack Developer
πŸš€ Building Scalable AI Solutions & Software Systems for Real-World Impact


πŸ”₯ Professional Summary

Software Developer & Data Scientist with expertise in statistical modeling, machine learning, and full-stack software engineering. Experienced in building enterprise-grade applications and predictive models using Python, Java, JavaScript, SQL, and modern development frameworks. Proficient in system architecture, data analysis, feature engineering, and business intelligence. Demonstrated ability to develop scalable, insightful solutions with focus on performance optimization, code quality, and production deployment.

Technical Focus: Machine Learning & Deep Learning | Generative AI & Multi-Agent Systems | Full-Stack Development | Data Engineering & MLOps


πŸ“Š Technical Skills

Programming & Databases

Python Java JavaScript TypeScript SQL

Software Development

Spring Boot React Node.js FastAPI Docker

Machine Learning & AI

TensorFlow PyTorch Scikit-learn OpenCV Hugging Face

Databases & Cloud

MongoDB MySQL PostgreSQL AWS Azure

DevOps & Tools

Git GitHub Actions Kubernetes Jenkins Apache Spark

BI & Visualization

Tableau Power BI Streamlit


πŸ† Featured Projects

πŸ’» Software Development Projects

1. Parking Lot Management System

Tech: Java, Spring Boot, MySQL, Data Structures & Algorithms, REST APIs
Highlights:

  • Architected full-stack platform with HashMap for O(1) license plate lookups
  • Implemented PriorityQueue for optimal slot assignment and Graph algorithms for multi-level navigation
  • Reduced vehicle retrieval time by 75% through optimized system design
  • Built RESTful APIs for frontend-backend communication
    πŸ”— Live Demo

2. E-commerce Shopping Platform

Tech: React.js, Node.js, Express.js, MongoDB, Stripe API, JWT Authentication
Highlights:

  • Built complete e-commerce platform with product catalog, shopping cart, and payment integration
  • Integrated Stripe payment gateway and secure JWT user authentication
  • Designed responsive UI/UX with React.js for cross-device compatibility
    πŸ”— Live Shop

3. My Portfolio Website

Tech: React.js, Node.js, Express.js, MongoDB, CSS3, JavaScript, Vercel
Highlights:

  • Personal portfolio showcasing projects and skills with modern web technologies
  • Features responsive design, smooth animations, and dynamic content rendering
  • Optimized for performance and SEO
    πŸ”— Live Website

πŸ€– Generative AI & NLP Projects

4. MultiAI Chatbot Platform

Tech: Python, FastAPI, Gemini API, React, TypeScript, Docker
Highlights:

  • Engineered 5 domain-specific AI assistants (General, Health, Travel, News, E-commerce)
  • Built scalable microservices architecture with real-time chat and file processing
  • Implemented context-aware response system with dynamic assistant switching
    πŸ”— Live Demo | GitHub

5. AI QuizMaster - Dynamic Quiz Generator

Tech: JavaScript, React, Gemini API, Vercel
Highlights:

  • Frontend application generating dynamic quizzes on any user-provided topic
  • Integrated Google Gemini API with secure client-side API handling
  • Real-time progress tracking and adaptive content generation
    πŸ”— Live Demo

6. Project Prakriti – Hybrid AI for Climate & Biodiversity Restoration

Tech: Python, Groq API, IBM WatsonX, Pandas, Seaborn, Matplotlib
Highlights:

  • AI-powered multi-agent system (Climate, Biodiversity, Restoration) for ecological planning
  • Advanced data analysis and visualization for sustainability applications
    πŸ”— Kaggle Notebook

πŸ–ΌοΈ Computer Vision Projects

7. EmotionSense AI - Real-time Facial Recognition

Tech: Python, CNN, YOLOv8, OpenCV, TensorFlow, HTML5 Canvas
Highlights:

  • Engineered CNN-based deep learning model for 7-class emotion classification
  • Implemented YOLOv8 for real-time face detection at 30 FPS with confidence scoring
  • Built web interface with live video streaming and analysis
    πŸ”— CNN Demo | YOLO Demo

8. Object Detector AI

Tech: Python, FastAPI, COCO Dataset, OpenCV, React
Highlights:

  • Developed real-time object detection system supporting 80+ COCO classes
  • Integrated live camera detection with FPS monitoring and confidence scoring
  • Optimized for web deployment with responsive design and low-latency performance
    πŸ”— Live Demo

πŸ“ˆ Data Science & ML Engineering Projects

9. ML Studio Pro - Drag & Drop ML Platform

Tech: Python, Flask, Scikit-learn, JavaScript, Docker, Kubernetes
Highlights:

  • Architected enterprise-grade ML platform with drag-drop interface for building ML pipelines
  • Implemented scalable backend handling 10GB datasets with 8+ algorithms and automated preprocessing
  • Reduced ML implementation time by 75% through workflow automation and intuitive UI
    πŸ”— GitHub

10. Stock Market Signal Analyzer

Tech: Python, Pandas, mplfinance, Streamlit, TA-Lib
Highlights:

  • Developed trading platform with technical indicators (VWAP, EMA, RSI, Bollinger Bands)
  • Implemented real-time candlestick visualization and buy/sell signal interpretation
  • Created dataset on Kaggle for candlestick pattern analysis
    πŸ”— Live App | Dataset

11. Fraud Detection Application

Tech: Python, Streamlit, Scikit-Learn, Docker
Highlights:

  • Built web application with pre-trained ML model for real-time transaction classification
  • Implemented risk assessment workflows and secure deployment architecture
  • Created interactive visualizations for fraud pattern analysis and detection metrics
    πŸ”— Live Demo

12. Diabetes Prediction Web App

Tech: React.js, Python, Streamlit, JWT Authentication, Docker
Highlights:

  • Developed full-stack healthcare application for real-time diabetes prediction
  • Implemented secure login-protected interface with JWT authentication
  • Created ML-powered backend with React frontend for seamless user experience
    πŸ”— Live App

πŸ“Š Data Engineering & BI Projects

13. Patient Data Intelligence Platform

Tech: SQL, Power BI, DAX, ETL, Data Warehousing, Star Schema
Highlights:

  • Designed star schema data warehouse for chronic disease management
  • Developed multi-page Power BI dashboards for hospital distribution and patient risk profiling
  • Created ETL pipelines processing large-scale healthcare datasets across Indian states
    πŸ”— Dashboard | Code

14. Google Play Store Analytics

Tech: PySpark, Databricks, SQL, Big Data Analytics, Hadoop
Highlights:

  • Conducted big-data analysis on Google Play Store dataset using PySpark
  • Identified top-reviewed applications, installation trends, and category distribution
  • Leveraged Databricks for scalable processing and SQL for structured analytics
    πŸ”— Notebook

15. Population Dashboard - Tableau

Tech: Tableau, Data Visualization, ETL
Highlights:

  • Created interactive Tableau dashboard ranking capital cities by population
  • Implemented advanced filters, drill-down capabilities, and dynamic visualizations
  • Designed for comparative analysis and demographic trend exploration
    πŸ”— Dashboard

🌿 Research & Innovation Projects

16. Eco Analyzer (Master's Thesis Research)

Tech: Multi-Agent AI, AgentX, Python, Streamlit, FastAPI
Highlights:

  • Developed custom multi-agent system for ecological research and plant disease detection
  • Integrated three specialized agents: Biodiversity, Climate, and Restoration Analysts
  • Created pipeline automation for end-to-end ecological insights and planning
    πŸ”— Live App

πŸ’Ό Professional Experience

Larsen & Toubro Hydrocarbon Energy | Data Analyst – Structural Domain (Jul 2023 – Jun 2024)

  • Analyzed structural datasets for offshore oil & gas projects, ensuring compliance with industry standards
  • Validated joint/connection data using MS Excel and Staad Pro, reducing design errors by 15%
  • Collaborated with engineering teams on ARAMCO (Saudi Arabia) and LINDE (Australia) projects
  • Optimized design workflows using AutoCAD, Tekla, and Staad Pro for large-scale energy projects

πŸ“œ Certifications

  • Data Structures & Algorithms - UC San Diego (95.66%)
  • Google Data Analytics Professional Certificate
  • Microsoft Azure Fundamentals (AZ-900)
  • Data Visualization & Analysis with R
  • NPTEL Solid Mechanics - Silver Medalist
  • ISRO Remote Sensing Technology - IIRS Dehradun

πŸ“ˆ GitHub Stats

GitHub Stats Top Languages

GitHub Streak


πŸ“« Connect With Me

LinkedIn Kaggle LeetCode GitHub Gmail Portfolio


"Learning never exhausts the mind." – Leonardo da Vinci


πŸ“Š Visitor Count

Visitor Count

⭐ Star repositories you find interesting! Let's build something amazing together!


πŸ” What I'm Currently Working On

  • Building scalable microservices architectures for AI applications
  • Enhancing Multi-Agent AI systems with advanced orchestration
  • Developing production-ready MLOps pipelines with CI/CD
  • Contributing to open-source software projects
  • Preparing research publications in AI for Sustainability

Open to collaborations on innovative software engineering & AI projects!

Pinned Loading

  1. Diabetes-Prediction- Diabetes-Prediction- Public

    Diabetes Prediction using Machine Learning This project uses machine learning models to predict whether a person is likely to have diabetes based on various health metrics. It includes data preproc…

    JavaScript 1

  2. My-Portfolio My-Portfolio Public

    Professional portfolio website showcasing my skills, projects, and experience.

    HTML 1

  3. Project-Prakriti_Hybrid-AI-Restoration_ Project-Prakriti_Hybrid-AI-Restoration_ Public

    Python sustainability climate-change biodiversity restoration multi-agent-system generative-ai agentic-ai ibm-granite ibm-adk groq-api.

    2