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Jaideep193/README.md

Hi, I'm Jaideep M C πŸ‘‹

Typing SVG

πŸ„β€β™‚οΈ About Me

Computer/Information Science Engineer Student | Future-ready Cloud & AI Automation Enthusiast

  • πŸ”¬ Bridging AI research with scalable product development
  • πŸš€ Driving innovation in ML, cloud, and automation for real-world impact
  • 🌐 Strong communicator; passionate about collaboration and continuous learning

Open to opportunities in: AI/ML Engineering β€’ Full-Stack Development β€’ Cloud Solutions β€’ Technical Leadership

πŸ§‘β€πŸ’» Core Skills & Tech Stack

  • Programming: Python JavaScript React Node.js Java C++ HTML5 CSS3

  • AI & Machine Learning: TensorFlow Keras PyTorch scikit-learn NumPy Pandas

  • Cloud Platforms: Azure Google Cloud Oracle Cloud

  • Development Tools: Git VS Code Jupyter Docker

  • Databases: MySQL MongoDB

πŸš€ Featured Projects

Python Scikit-learn Linear Regression Data Science

Comprehensive machine learning project predicting house prices from multiple features with rigorous EDA, outlier detection, and hyperparameter tuning. Implements linear regression and documents performance metrics (MAE, RMSE) in Jupyter notebooks. Includes visual analytics (scatter plots, correlation matrices) and notebook-based workflow for reproducibility.


πŸ§‘β€πŸ’Ό Facial Attendance System

Python OpenCV Machine Learning Computer Vision

Real-time attendance logging using face recognition and camera feeds. Detects and identifies individuals from live video, tagging attendance to a database with accuracy checks. Features robust face detection pipeline, automated daily CSV/Excel log export, and user-friendly UI logic suited for school or workplace deployment.


Python Data Science Classification Remote Sensing

AI-based solution for early detection of forest fires combining satellite image processing and environmental data. Uses supervised learning techniques for classification and risk prediction, benchmarks model accuracy and confusion matrix, and visualizes geographic hotspots. Designed to integrate with real-time alert systems for proactive disaster management.


πŸ™οΈ Delhi AQI Analysis

Python Pandas Time Series Data Visualization

End-to-end project analyzing and forecasting Delhi’s air quality data. Aggregates multi-source AQI datasets, performs time series decomposition, and develops trend/cycle forecasting models. Generates interpretable interactive charts and heatmaps for data-driven urban environment insights, supporting public health reporting.


For more, visit my full GitHub portfolio.

πŸ… Certifications Certification Animation

NVIDIA Certified Associate: Generative AI & LLMs

Microsoft Certified: Power Platform Fundamentals

Microsoft Certified: Azure Fundamentals

Microsoft Certified: Azure Data Fundamentals

Oracle Cloud Infrastructure Certified

Oracle Cloud Infrastructure Certified

πŸŽ–οΈ Certificates & Accomplishments

Certifications Earned

  • NVIDIA Certified Associate: Generative AI & LLMs - Demonstrated expertise in leveraging large language models and generative AI architectures for real-world applications
  • Microsoft Certified: Power Platform Fundamentals - Proficient in Power Apps, Power Automate, and Power BI for business solutions
  • Microsoft Certified: Azure Fundamentals - Foundation-level knowledge of Azure cloud services and infrastructure
  • Microsoft Certified: Azure Data Fundamentals - Expertise in data concepts, data analytics, and BI fundamentals on Azure
  • Oracle Certified: Data Science Professional - Demonstrated knowledge of ML algorithms, data preprocessing, and model evaluation
  • Oracle Certified: Generative AI Professional - Specialized skills in implementing generative AI solutions on Oracle Cloud

Key Accomplishments

βœ… Machine Learning Projects: Developed 4+ production-grade ML models with >85% accuracy in classification tasks βœ… Real-Time Computer Vision: Built facial recognition and forest fire detection systems using OpenCV and deep learning βœ… Cloud Infrastructure: Architected and deployed cloud solutions on Azure, GCP, and Oracle Cloud platforms βœ… Time Series Analysis: Implemented advanced forecasting models for air quality and environmental data βœ… Full-Stack Development: Created end-to-end web applications using React, Node.js, MongoDB, and modern DevOps practices βœ… Code Contributions: Consistent GitHub activity with 100+ commits demonstrating continuous learning and improvement βœ… Technical Documentation: Maintained comprehensive README files and project documentation for portfolio projects

Skill Badges & Recognitions

  • Google Cloud Skills Boost: Advanced practitioner with multiple cloud certifications
  • Proficient in Data Science, Machine Learning, Cloud Computing, and Full-Stack Development
  • Strong expertise in Python, JavaScript, and modern development tools

🀝 Connect With Me

GitHub See my full portfolio and contributions on GitHub

LinkedIn Connect professionally and explore career opportunities

Google Cloud Skills Boost View my Google Cloud Skills Badges and certifications

Email Reach out for collaborations and opportunities


✨ "Innovation through Intelligence β€’ Impact through Code β€’ Future through AI" ✨

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  1. Cardiac_Arrhythmia_Detection_And_Classification Cardiac_Arrhythmia_Detection_And_Classification Public

    ML-based cardiac arrhythmia detection and classification using ECG data with signal processing, feature extraction, and supervised learning models.

    Jupyter Notebook 5 3

  2. forest-fire-detection forest-fire-detection Public

    AI/ML pipeline for next-day forest fire probability mapping & multi-hour spread simulation using VIIRS satellite data, Random Forest, and Cellular Automata at 30m resolution over Uttarakhand, India.

    Python 3