My Projects

A collection of my data science and machine learning adventures

My Project Process

01

Discover

Understanding the problem space and collecting the relevant data.

02

Analyze

Cleaning, processing, and finding patterns in the data.

03

Create

Building models and crafting visual narratives from the insights.

04

Deliver

Implementing solutions and sharing the story the data tells.

Environmental Data Monitoring Project
Data Analysis

Environmental Data Monitoring

Analyzed and visualized environmental sensor data to track pollution levels and climate indicators.

Key Features:

  • Time Series Analysis
  • Anomaly Detection
  • Geographic Visualization
R Shiny ggplot2 leaflet
Market Analysis Project
Data Science

Market Trend Analysis

Advanced market analysis using statistical methods and predictive modeling.

Key Features:

  • Statistical Analysis
  • Predictive Modeling
  • Market Segmentation
Python Pandas Scikit-learn Tableau
Time Series Visualization
Data Visualization

Time Series Explorer

Interactive visualization tool for temporal data analysis

Key Features:

  • Interactive Time Series Analysis
  • Pattern Detection
  • Trend Forecasting
Plotly Dash Bokeh
Market Analysis Project
Data Science

Market Trend Analysis

Advanced market analysis using statistical methods and predictive modeling.

Key Features:

  • Statistical Analysis
  • Predictive Modeling
  • Market Segmentation
Python Pandas Scikit-learn Tableau
Geographic Visualization
Data Visualization

Geographic Data Mapper

Interactive mapping solution for geospatial data analysis

Leaflet GeoJSON MapboxGL
ML Recommender System
Machine Learning

Smart Recommender System

Personalized recommendation engine using collaborative filtering and content-based approaches.

Key Features:

  • Collaborative Filtering
  • Content-based Filtering
  • A/B Testing Framework
Python TensorFlow Flask MongoDB
Deep Learning Project
Deep Learning

Neural Network Vision

Computer vision application using deep learning

Key Features:

  • Real-time Object Detection
  • Image Classification
  • Facial Recognition
PyTorch OpenCV CUDA
Analytics Dashboard
Full Stack Design

Interactive Analytics Dashboard

Full-stack analytics platform with real-time data processing and visualization.

Key Features:

  • Real-time Analytics
  • Custom Dashboards
  • Data Export API
React Node.js D3.js PostgreSQL
Data Platform
Full Stack Design

Enterprise Data Platform

Scalable data management platform with advanced analytics capabilities.

Key Features:

  • Data Integration
  • Advanced Analytics
  • Security Controls
Vue.js Django Redis AWS
NLP Project
Natural Language Processing

Sentiment Analysis Engine

Real-time sentiment analysis for social media data

Key Features:

  • Real-time Processing
  • Multi-language Support
  • Emotion Classification
BERT Transformers PyTorch