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Harshit-Kandoi/README.md

Hi there! πŸ‘‹
I'm Harshit Kandoi,
Data Scientist | AI/ML Engineer | Backend Developer

Passionate about transforming raw data into meaningful insights and building intelligent, scalable applications. Skilled in Python, SQL, Flask, and Data Visualization, with hands-on experience in deploying AI/ML models, cloud platforms, and creating impactful end-to-end solutions.


πŸ” Data Science & Analytics

  • Extract insights from raw data to drive informed decision-making.
  • Build predictive models and craft visualizations for data storytelling.

πŸ–₯️ Backend & Web Development

  • Develop dynamic, scalable web applications using Flask and modern full-stack technologies.
  • Implement APIs, database integrations, and secure backend systems.

πŸ“Š Business Intelligence

  • Leverage SQL, Power BI, and Tableau to create interactive dashboards and reports.
  • Translate data into actionable business insights.

🎯 Machine Learning & AI

  • Train, fine-tune, and deploy ML models for real-world applications.
  • Expertise in computer vision, NLP, and predictive analytics.

πŸš€ Tech Stack

python logo jupyter logo pandas logo numpy logo scikit-learn logo flask logo javascript logo html5 logo css3 logo mysql logo postgresql logo mongodb logo sqlalchemy logo tensorflow logo pytorch logo docker logo github actions logo google cloud logo aws logo git logo vscode logo

πŸ›  Key Skills

  • Programming & Scripting: Python, SQL, HTML, CSS, JavaScript
  • Data Science & Analytics: Data Cleaning, Feature Engineering, EDA, Statistical Analysis, Predictive Modeling
  • Machine Learning & AI: Supervised & Unsupervised Learning, Deep Learning, NLP, Computer Vision, Generative AI, MLOps
  • Cloud & Deployment: CI/CD, API Development, Cloud Deployment, Cost Optimization
  • Business Intelligence: Data Storytelling, Dashboard Creation, Decision-Making Insights

πŸ”§ Tools & Technologies

  • Data & ML Frameworks: Pandas, NumPy, Scikit-learn, TensorFlow, PyTorch, YOLOv5, OpenCV
  • Web & API Development: Flask, FastAPI, Streamlit, LangChain
  • Databases: MySQL, PostgreSQL, MongoDB, SQLAlchemy
  • DevOps & Deployment: Docker, Git, GitHub Actions, Heroku, AWS (EC2, S3), GCP (Firestore, Pub/Sub)
  • Visualization Tools: Tableau, Power BI, Matplotlib, Seaborn, Plotly
  • IDEs & Environments: Jupyter Notebook, VS Code, PyCharm, Anaconda

πŸ“‚ Featured Projects

1️⃣ ASL Hand Sign Detection 🀟

πŸ”Ή Real-time sign language detection using YOLOv5.
πŸ”Ή Tech Stack: Python, OpenCV, PyTorch, YOLOv5

2️⃣ Plastic Detection Model 🌍

πŸ”Ή YOLO-based computer vision model for detecting plastic waste (Anantagni Industries).
πŸ”Ή Tech Stack: Python, OpenCV, PyTorch

3️⃣ Movie Recommendation System 🎬

πŸ”Ή Collaborative filtering-based recommender for personalized movie suggestions.
πŸ”Ή Tech Stack: Python, Pandas, Scikit-learn, Flask

4️⃣ Insurance Prediction System πŸ₯

πŸ”Ή Predict insurance premiums using ML models.
πŸ”Ή Tech Stack: Python, Scikit-learn, Pandas

5️⃣ Crop Recommendation System 🌾

πŸ”Ή Recommend suitable crops based on environmental & soil conditions.
πŸ”Ή Tech Stack: Python, Scikit-learn, Pandas, Matplotlib


πŸ† Achievements & Certifications

πŸŽ“ Career Essentials in Generative AI – Microsoft & LinkedIn
πŸŽ“ Career Essentials in GitHub Copilot – GitHub
πŸŽ“ Machine Learning A-Z – Udemy
πŸŽ“ 100 Days of Code: Python Bootcamp – Udemy
πŸŽ“ Introduction to AI – LinkedIn Learning


πŸ“« How to Reach Me

πŸ“© Email: kandoiharshitsdlp@gmail.com
πŸ”— LinkedIn: Harshit Kandoi

⭐ Thanks for visiting my profile! If you like my work, feel free to ⭐ my repositories or connect with me πŸš€

Pinned Loading

  1. ASL-letter-detection ASL-letter-detection Public

    Jupyter Notebook

  2. doom_reinforcement_learning doom_reinforcement_learning Public

    Jupyter Notebook

  3. movie-recommender movie-recommender Public

    Jupyter Notebook

  4. Credit-Card-Financial-Dashboard Credit-Card-Financial-Dashboard Public