Einstein, MSc's repositories
Automated-Attention-Tracking-And-Reporting
The Automated Attention Tracking and Reporting system is a sleek AI-driven dashboard that provides real-time monitoring and reporting of distraction levels during classes, meetings, or lectures. Utilizing advanced computer vision techniques to help educators and facilitators enhance focus and attention during sessions.
Playstore-App-Reviews-Scraping-Bot
Web crawler capable of scraping the reviews and ratings data of any app on Google Play Store then saves in CSV file format for further data analysis.
text-summarization-webapp
Extractive, Abstractive text/document summarizing system with Flask, capable of suggesting topics, detecting language, summary download and text-to-speech.
munas-git.github.io
My data science portfolio
Fake-news-detection
A fake/real news detection system using Sklearn, Django, JavaScript, HTML & CSS
Skin-Cancer-Detection
A skin cancer prediction convolutional deep-learning model.
ai-engineer-toolkit
Projects & Resources to help you become a better AI Developer.
GenAITopicModeling-ResearchTool-2
Enhanced automated topic classification & modeling tool leveraging Google’s Gemini 2.0 Flash-Lite API. Designed initially for protest-related text analysis, this updated version allows users to define custom categories for flexible, domain-specific labeling. It streamlines large-scale document classification, visualization, & keyword search.
USA-Energy-Demand-Forecasting-Prophet-NeuralProphet
Optimized demand forecasting using time series modeling with Prophet and NeuralProphet. Includes autoregressive memory, holiday effects, time-aware cross-validation, and hyperparameter tuning. Delivers interpretable, multi-horizon predictions for short-term accuracy and long-term grid planning purposes.
website-traffic-analysis
Website Traffic & Conversion Prediction: Regression and churn analysis for a UK heat pump company to optimize the conversion funnel using user behavior data.
AdCampaign-Click-Propensity-Modeling-and-Targeting-Optimization
Predicting email ad click-through using interpretable ML and counterfactual simulations to uncover behavioral drivers and optimise targeting strategies.
CamVid-PyTorch-DeepLabV3-resnet50
Transform road scenes with "Cambridge-Driving Dataset Image Segmentation" project, utilizing DeepLabV3 and ResNet50 for precise image segmentation. This project although basic harnesses advanced computer vision techniques to classify and segment diverse road elements, enhancing autonomous driving research
CODM-Review-Analysis-and-Predictions
Sentiment analysis on Call of Duty Mobile Google Play Store user reviews with ML model to classify new reviews.
Customer-Conversion-Propensity-Modeling-and-Marketing-Campaign-Optimisation
Predicting customer conversion likelihood for bank term deposit campaigns using a calibrated propensity model to optimise telemarketing outreach.
DialogueDesk-System
Smart Complaint & Meeting Tracker: NLP-driven platform with Retrieval Augmented Generator (RAG) chat bot, AI-powered speech to text transcription, summarization, action point extraction, and advanced insights via Streamlit admin dashboard.
HotelBooking-Price-Elasticity-Modeling-and-Customer-Segmentation
Modeling hotel booking demand and segmenting guests using price elasticity analysis, statistical modeling, and behavioral clustering to inform targeting and STP strategies.
AI-powered-sales-dashboard
AI-Powered Sales KPI Dashboard: Interactive Streamlit app with LangChain, MongoDB, and OpenAI for smart, data-driven sales insights.
Dlib
Dlib compiled binary (.whl) for python 3.7, 3.8, 3.9 for windows x64
Mail-correction-API
Email correction API which aims to reduce email bounce rate. This system provides Restful FastAPI which receives an email address as input, analyzes the email address, make corrections where necessary and returns the correct email to the user.
Pickle-article
This repo contains all files used in the article "Saving Your Machine Learning Model In Python: pickle.dump()"
podcast-generator-server
AI-powered Content-to-Podcast Generator. Converts YouTube videos, PDFs, or Web Contents (URL) into natural, two-host podcast scripts, with optional audio via Wetrocloud.
TopicModeling-ResearchTool
Automated topic discovery and refinement from research documents using NLP and OpenAI’s GPT-4 to accelerate insight generation, improve interpretability, and support data-driven content analysis.
USA-Rainfall-Prediction
Forked for demo purpose.