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Focusing on ML and DL
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Focusing on ML and DL
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MissNeerajSharma/README.md

🧠 Neeraj Sharma – Research & Innovation Portfolio

Senior Project Engineer | AI Researcher | Mentor
📍 Panchkula | ✉️ neerajkhn86@gmail.com | LinkedIn | GitHub

🤖 AI-Powered EdTech Q&A Agent (Google PaLM + LangChain)

Multi-turn student query answering system using LLMs

  • Pipeline: LangChain + FAISS + Google PaLM
  • Use Case: 24/7 learning assistant for students
  • Result: Reduced human support by 80%
  • 🧱 LLM, LangChain, RAG, FastAPI

🌊 Canal Water Resource Allocation – Punjab Govt.

Geospatial clustering of water zones across 500+ villages

  • Tech: Pandas, GeoPandas, DBSCAN, K-Means
  • Deliverables: 100+ automated water resource visual reports
  • 🏛️ Smart infrastructure, clustering, rural analytics

🛞 Predictive Maintenance & Tyre Patch Detection

Real-time wear detection and lifespan prediction for commercial vehicle tyres

  • Image Model: YOLOv5 + BBox annotation
  • Lifespan Model: Linear regression (distance forecasting)
  • Publication: IEEE Xplore (2022)
    📄 View Paper

📄 Publications

🚀 Tools & Stack

Python • TensorFlow • Keras • OpenCV • FastAPI • YOLOv5 • LangChain • Google PaLM • FAISS • GeoPandas • Scikit-learn

“Building AI for diagnostics, education, and decision-making—impact first, code second.”

🧷 Want to Collaborate or Invite as Reviewer/Speaker?
Feel free to reach me via 📧 Email or LinkedIn

Popular repositories Loading

  1. Kmean-and-elbow-plot Kmean-and-elbow-plot Public

    Clustering With K Means - Python Tutorial

    Jupyter Notebook 2

  2. Movie-Recommender-System Movie-Recommender-System Public

    Movie Recommender System: Content-Based Filtering on IMDB Dataset (Natural Language Processing Project(NLP)

    Python 2

  3. Data_Visualization_using_Python Data_Visualization_using_Python Public

    This project is an exploratory data analysis (EDA) of a dataset containing information on Google Play Store apps. The dataset includes various features such as the app's category, rating, number of…

    Jupyter Notebook 1

  4. Data_Analysis_Using_Python Data_Analysis_Using_Python Public

    Data analysis using python

    Jupyter Notebook 1

  5. Open-CV Open-CV Public

    This project showcases a face detection application using OpenCV's Haar Cascade classifier. The primary objective is to detect frontal faces in images and videos. The Haar Cascade classifier, speci…

    Python

  6. Linear-Regression-Multiple-Variables Linear-Regression-Multiple-Variables Public

    Linear Regression Multiple Variables : Sample problem of predicting home price in monroe, new jersey

    Jupyter Notebook