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@SoumyMittal
SoumyMittal
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🏠
Working from home

Soumy Mittal SoumyMittal

🏠
Working from home
B.Tech 1st-year student | AI & Machine Learning enthusiast | Robotics projects using Python, OpenCV & MediaPipe | Actively building real-world ML systems

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SoumyMittal /README.md

πŸ’« About Me

πŸ‘¨β€πŸ’» About Me

πŸŽ“ B.Tech Artificial Intelligence & Data Science Student at Amrita Vishwa Vidyapeetham

πŸ”­ I’m currently working on

  • Machine Learning applications for engineering and scientific domains
  • Research on Thermal Conductivity Prediction of Nanofluids using Machine Learning
  • AI, Computer Vision, and IoT-based intelligent systems
  • Building research-oriented and deployment-ready AI projects

πŸ‘― I’m looking to collaborate on

  • Machine Learning and Data Science projects
  • Computer Vision applications using OpenCV and MediaPipe
  • Scientific Computing and Computational Modelling projects
  • Research-oriented AI and Engineering applications
  • Open Source AI projects

🀝 I’m looking for help with

  • Advanced Machine Learning and Model Optimization
  • Scientific Machine Learning
  • Research Methodology and Academic Publishing
  • Large-Scale AI Systems and Deployment

🌱 I’m currently learning

  • Advanced Machine Learning
  • Computer Vision
  • Scientific Computing
  • Intelligent Systems
  • Research Applications of AI in Engineering
  • Data-Driven Modelling Techniques

πŸ’¬ Ask me about

  • Python, Java, and MATLAB
  • Machine Learning & Data Science
  • Pandas, NumPy, Scikit-learn
  • Computer Vision (OpenCV & MediaPipe)
  • Embedded Systems & IoT
  • Scientific Computing
  • Mathematical Modelling

⚑ Fun Fact

I enjoy combining AI, mathematics, engineering, and research to build practical intelligent systems and solve real-world problems.


πŸš€ Featured Projects

🌾 Crop Recommendation System

Machine learning-powered crop recommendation system built using Python, Scikit-learn, Random Forest, and Streamlit for real-time agricultural decision support.

🌑️ ESP32 Environment Monitoring System

IoT-based environmental monitoring solution featuring real-time temperature and humidity tracking, automated email alerts, Wi-Fi connectivity, and anomaly detection.

βš›οΈ Quantum Vertical Motion Simulation

MATLAB-based scientific computing project for simulating quantum particle motion, analyzing wavefunctions, probability densities, and quantized energy states.

πŸ”¬ Unified Thermal Conductivity Dataset of Nanofluids

Machine-learning-ready dataset containing 987 experimental records compiled from peer-reviewed studies for material informatics and thermal conductivity prediction research.


πŸ”¬ Research Interests

  • Machine Learning
  • Scientific Computing
  • Computational Modelling
  • Material Informatics
  • Computer Vision
  • Intelligent Systems
  • Data-Driven Engineering
  • Embedded AI

πŸ› οΈ Tech Stack

Programming Languages

  • Python
  • Java
  • MATLAB

Machine Learning & Data Science

  • Scikit-learn
  • Pandas
  • NumPy
  • Data Preprocessing
  • Exploratory Data Analysis (EDA)

Computer Vision

  • OpenCV
  • MediaPipe

Embedded Systems & IoT

  • ESP32
  • Arduino
  • Sensor Interfacing
  • Environmental Monitoring Systems

Tools & Platforms

  • Git
  • GitHub
  • Jupyter Notebook
  • VS Code
  • Streamlit
  • Anaconda

Research & Documentation

  • LaTeX
  • Overleaf
  • IEEE Manuscript Preparation
  • Technical Documentation
  • BibTeX

πŸ“ˆ Current Focus

  • Research Publication in Material Informatics
  • Scientific Machine Learning
  • Computer Vision Applications
  • AI for Engineering Systems
  • Building High-Impact Open Source Projects

πŸ“« Connect With Me

Always open to learning, collaborating, and contributing to impactful projects.

Pinned Loading

  1. nanofluid-thermal-conductivity-ml-dataset nanofluid-thermal-conductivity-ml-dataset Public

    A curated dataset for machine learning applications in nanofluid thermal conductivity prediction.

  2. crop-recommendation-system crop-recommendation-system Public

    Machine learning-powered crop recommendation system using soil and environmental parameters.

    Python

  3. esp32-environment-monitoring-system esp32-environment-monitoring-system Public

    ESP32-based environmental monitoring system with real-time alerts, Wi-Fi connectivity, and email notifications.

    C++

  4. quantum-vertical-motion-simulation quantum-vertical-motion-simulation Public

    MATLAB-based simulation of quantum particle motion using numerical methods and wavefunction analysis.

  5. Hand-Gesture-Recognition-System Hand-Gesture-Recognition-System Public

    Gesture Detection

    Python

  6. laser-tripwire-security-system laser-tripwire-security-system Public

    Intrusion Detection System

    C++

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