Predictive Analytics Dashboard
Developed an interactive dashboard for sales forecasting using advanced regression models and time-series analysis. Integrated with real-time data streams for dynamic insights. Technologies: Python, Scikit-learn, Streamlit, PostgreSQL.
Sentiment Analysis Engine
Designed and implemented an NLP engine for real-time sentiment analysis of customer reviews. Utilized deep learning models to achieve high accuracy in sentiment classification. Technologies: Python, TensorFlow, NLTK, FastAPI.
Object Detection System
Built a robust object detection system for industrial quality control, capable of identifying defects with high precision using YOLOv5. Optimized for edge device deployment. Technologies: Python, PyTorch, OpenCV, Docker.
Web Apps, Python Tools, ML Experiments
A curated selection of personal and academic projects, showcasing diverse technical skills and problem-solving approaches.
E-commerce Web Platform
Automated Data Cleaner
Image Classifier API
Full-stack e-commerce solution with user authentication, product catalog, and secure payment integration. Technologies: React, Node.js, Express, MongoDB.
A Python utility for automated data cleaning and preprocessing, handling missing values, outliers, and format inconsistencies. Technologies: Python, Pandas, NumPy.
Developed a RESTful API for image classification using a pre-trained CNN model. Provides fast and accurate predictions. Technologies: Python, Flask, Keras/TensorFlow.
Interactive Data Dashboard
Cloud-based File Sync
Task Management App
Created an interactive dashboard to visualize complex datasets, enabling users to explore trends and patterns efficiently. Technologies: Python, Plotly, Dash.
Developed a secure, cloud-based file synchronization service with version control and access management. Technologies: Python, AWS S3, Flask.
Built a minimalist task management application with CRUD operations, user authentication, and priority scheduling. Technologies: Vue.js, Firebase, JavaScript.
Review Code, Discuss Architecture
I'm always open to discussing new challenges and collaborating on innovative solutions.