My Projects

Python CNN EfficientNetB0 Web Scraping APIs

Led a 7-person team in the end-to-end development and deployment of a bilingual, multi-agent AI assistant.
Trained and integrated a CNN model (EfficientNetB0) for plant disease diagnosis, achieving 52.5% validation accuracy.
Developed a live web scraper for market prices and integrated a team-developed agent for real-time weather forecasts.
Solved critical MLOps challenges during deployment, including model serialization and data preprocessing errors.

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Ollama LangChain Speech Web Scraping

Built an intelligent agent suite from the ground up using local LLMs (Ollama) and the LangChain framework.
Integrated voice interaction, document-based Q&A (RAG), and autonomous web scraping capabilities.
Automated real-time, complex query handling to streamline information retrieval workflows.
Achieved a greater than 40% improvement in workflow efficiency in test cases.

GitHub

Django MVT Auth Responsive

Developed a full-stack e-commerce application from scratch utilizing the Django MVT architecture.
Implemented secure user authentication, a dynamic product catalog, and a stateful shopping cart.
Engineered the backend to successfully handle over 1,000 concurrent transactions.
Created a fully responsive frontend design, ensuring 95% mobile compatibility.

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Pandas NumPy Matplotlib EDA

Performed an end-to-end analysis of a large automotive dataset to extract key performance and efficiency trends.
Conducted data cleaning, preprocessing, and statistical modeling using Pandas and NumPy.
Used Matplotlib and Seaborn to create a series of compelling data visualizations and interactive dashboards.
Successfully identified and presented over 15 actionable insights with 99.5% statistical accuracy.

GitHub