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kapil2020/README.md
transport-tech

Kapil Meena wave

Ph.D. Researcher | Transportation Innovator | ITS & Data Science Expert

Pioneering smarter, greener cities through mathematics, coding, and intelligent transport solutions πŸŒπŸš‡

profile views Typing SVG
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🌐 Research Horizons

🚦
Intelligent Transportation Systems
Real-time traffic optimization, smart routing
🚍
Public Transport & Shared Mobility
Network design, agent-based modeling
🌫️
Air Pollution Exposure
Exposure modeling, low-cost sensors
πŸšΆβ€β™‚οΈ
Active Mobility
Behavioral analytics, choice modeling
πŸ“Š
Travel Demand Modeling
Statistical models, predictive analytics
πŸ€–
Multi-Agent Transport Simulation
MATSim, large-scale simulations

πŸ‘¨β€πŸ’» About the Pathfinder

data-scientist

πŸŽ“ Ph.D. Researcher @ IIT Kharagpur β€” Advancing ITS, travel behavior, and transportation planning.
πŸ† Published Scholar β€” 100+ citations in top-tier journals (IEEE, Elsevier, Springer).
πŸ’» Code & Math Enthusiast β€” Built real-time ITS dashboards, multi-agent simulations, and optimization models.
🌱 Vision β€” Harnessing data science and mathematical modeling for sustainable urban futures.
πŸ“§ Contact β€” kapilm.48@gmail.com
πŸ”— Lab β€” Kapil Lab

πŸ“ˆ Academic Trajectory (June 2025)

πŸ“š Research Milestones

Explore My Scholarly Contributions 🌟
  • πŸš€ IEEE COMSNETS 2024
    "Impact of Air Pollution on Informed Decision-Making for Choice of a Travel Mode"
    [DOI]
  • πŸš€ Decision Analytics Journal (Elsevier), 2024
    "Machine Learning Approach to Unravel Influence of Air Quality Awareness on Travel Behavior"
    [DOI]
  • πŸš€ Transport Policy (Elsevier), 2024
    "Review of Air Pollution Exposure Impacts on Travel Behaviour"
    [DOI]
  • πŸš€ Transportation Research Part C: Emerging Technologies
    "Multi-Agent Simulation Framework for Shared Mobility Optimization"
    [DOI TBD] (Under Review)
  • πŸš€ Journal of Intelligent Transportation Systems
    "Mathematical Modeling of Real-Time Traffic Flow Using ITS Data"
    [DOI TBD] (In Progress)
  • πŸš€ Transportation Research Part D: Transport and Environment
    "Impact of Active Mobility on Air Pollution Exposure Reduction"
    [DOI TBD] (In Progress)

πŸ› οΈ Engineering Feats

India Air Quality Dashboard

Real-time AQI monitoring and exposure analysis

Tech: Python, Streamlit, Pandas, Cartopy
πŸ”— GitHub

Survey Platform

Travel behavior data collection tool

Tech: React, Node.js, MongoDB
πŸ”— GitHub

Clean Route Initiative

Optimal routing minimizing pollution exposure

Tech: Python, OSMnx, AQI APIs
πŸ”— GitHub

Multi-Agent Transport Simulator

Simulating public transport and shared mobility

Tech: Python, MATSim, NumPy
πŸ”— GitHub

πŸ”§ Mathematical & Coding Arsenal

Languages

languages
Data Science & ML

data science
Mathematics & Stats

Optimization, Probability, Linear Algebra
math
ITS & Simulation

its MATSim, SUMO, VISSIM
Dev Tools

devops

🌌 Coding Constellations

GitHub Stats Streak Stats Activity Graph

🀝 Galactic Network handshake

LinkedIn Email Google Scholar Lab Website

Embark on My Research Journey! πŸš€

journey

Pinned Loading

  1. react-frontend-kgp react-frontend-kgp Public

    A Dynamic Custom Travel Survey

    JavaScript 2

  2. cycling-dashboard cycling-dashboard Public

    City Mode Share Dashboard

    JavaScript

  3. global-PM-2.5-next-day-forecasting global-PM-2.5-next-day-forecasting Public

    Jupyter Notebook

  4. india-air-quality-dashboard india-air-quality-dashboard Public

    A dashboard for India air quality, trend, calendar plot

    Python

  5. web web Public

    Personal Portfolio

    HTML