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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

PythonJavaScriptSQLMySQLTensorFlowPyTorchPandasNumPyscikit-learnHuggingFaceNLTKPySparkDjangoFlaskReactNode.jsHTML5CSS3PostmanGitAzureAzure Entra IDAzure AIAzure DevOpsPower BIDataverse

Projects and Mini projects

Forecasting & Predictive Analytics

ProjectDescription
Forecasting Agent for FinTechAgentic System to automate ML pipeline building for forecasting tasks
Currency PredictorForecasts forex currency exchange rate trends using ML models
Demand ForecastingForecasts WALMART product demand for supply chain planning

Computer Vision & Image Processing

ProjectDescription
Face Recognition SurveillanceReal-time facial recognition system for security applications
OCT Cyst SegmentationMedical image segmentation for retinal disease analysis
Banana Plant Disease DetectionDetects plant diseases using image classification models
Object Detection Architecture BlueprintEnd-to-end object detection for architural blue print images

Intelligent AI Systems

ProjectDescription
Question Answer SystemNLP-based automated multi-lingual question answering system
AI Document ParserExtracts structured insights from unstructured documents
Adaptive Quiz based on Bloom’s Taxonomy levelsPersonalized learning system adapting difficulty using ML and BTL
Genetic Algorithm for SchedulingScheduling optimization using evolutionary algorithms

Generative AI Applications

ProjectDescription
AI-Based Storytelling AppAI-generated narrative and storytelling system
Civil AI AssistantGenerative AI assistant for civil engineering domain queries

Publications

Pinned Loading

  1. Adaptive-quiz-using-blooms-taxonomy-and-Unsupervised-LearningAdaptive-quiz-using-blooms-taxonomy-and-Unsupervised-LearningPublic

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

    Jupyter Notebook 1 1

  2. Banana_plant_decease_detectionBanana_plant_decease_detectionPublic

    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-AICivil-AIPublic

    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-ParserAI-Document-ParserPublic

    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-SpacesFace-Recognition-Surveillance-for-Semi-Public-SpacesPublic

    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-AIVoice-Enabled-AI-Chatbot-Template-using-Bland-AIPublic

    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