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Manoj632004/README.md

Hi, I'm Manoj

About Me

  • Pursuing Data Science & AI Msc at Newcastle University, UK
  • Active in Machine Learning research and development

Tech Stack

Python JavaScript SQL MySQL TensorFlow PyTorch Pandas NumPy scikit-learn HuggingFace NLTK PySpark Django Flask React Node.js HTML5 CSS3 Postman Git Azure Azure Entra ID Azure AI Azure DevOps Power BI Dataverse

Projects and Mini projects

Forecasting & Predictive Analytics

Project Description
Forecasting Agent for FinTech Agentic System to automate ML pipeline building for forecasting tasks
Currency Predictor Forecasts forex currency exchange rate trends using ML models
Demand Forecasting Forecasts WALMART product demand for supply chain planning

Computer Vision & Image Processing

Project Description
Face Recognition Surveillance Real-time facial recognition system for security applications
OCT Cyst Segmentation Medical image segmentation for retinal disease analysis
Banana Plant Disease Detection Detects plant diseases using image classification models
Object Detection Architecture Blueprint End-to-end object detection for architural blue print images

Intelligent AI Systems

Project Description
Question Answer System NLP-based automated multi-lingual question answering system
AI Document Parser Extracts structured insights from unstructured documents
Adaptive Quiz based on Bloom’s Taxonomy levels Personalized learning system adapting difficulty using ML and BTL
Genetic Algorithm for Scheduling Scheduling optimization using evolutionary algorithms

Generative AI Applications

Project Description
AI-Based Storytelling App AI-generated narrative and storytelling system
Civil AI Assistant Generative AI assistant for civil engineering domain queries

Publications

Pinned Loading

  1. Adaptive-quiz-using-blooms-taxonomy-and-Unsupervised-Learning Adaptive-quiz-using-blooms-taxonomy-and-Unsupervised-Learning Public

    adaptive quiz application that predicts question difficulty using Variational Autoencoder (VAE) reconstruction error, guided by Bloom’s Taxonomy for personalized learning

    Jupyter Notebook

  2. Banana_plant_decease_detection Banana_plant_decease_detection Public

    A deep learning-based web application for detecting banana plant leaf diseases. The model classifies images into 7 categories — 6 diseases and 1 healthy class — using fine-tuned Convolutional Neura…

    Jupyter Notebook

  3. Civil-AI Civil-AI Public

    This project is a multimodal, voice-enabled assistant designed for the civil engineering domain. It uses Azure AI services and a Retrieval-Augmented Generation (RAG) pipeline, all integrated into a…

    Python

  4. AI-Document-Parser AI-Document-Parser Public

    The project automates the extraction of structured tabular data from scanned or photographed documents such as invoices, receipts, and balance sheets.

    Python

  5. Face-Recognition-Surveillance-for-Semi-Public-Spaces Face-Recognition-Surveillance-for-Semi-Public-Spaces Public

    Face recognition-based entry system for semi-public area, enabling automated surveillance from CCTV feeds.

    Python 1

  6. Voice-Enabled-AI-Chatbot-Template-using-Bland-AI Voice-Enabled-AI-Chatbot-Template-using-Bland-AI Public

    A reusable Flask template that integrates Bland AI’s conversational pathways with voice-based interaction in the browser. Transcribes user speech, sends it to Bland AI, and speaks the AI's response…

    HTML