Hi, my name is Tanish Pagaria
Welcome to my digital space!

About Me

I'm Tanish Pagaria, a pre-final year B.Tech. student at IIT Jodhpur, pursuing Artificial Intelligence and Data Science. I am passionate about leveraging technology to solve real-world problems.

I have worked primarily in the domain of software development, with a strong emphasis on machine learning and data-driven solutions. My focus lies in tackling complex problems, developing predictive models, and harnessing data to derive actionable insights.

View Resume

Key Projects

VideoQuest

A video search engine with a GUI utilizing MongoDB, Neo4j, and MySQL for data storage.

It features video indexing, relationship management, user authentication, sentiment analysis for comments, and personalized video recommendations.

Video Demonstration Source Code

Football Club Logo Recognizer

A machine learning pipeline to classify logos from teams in the top 5 football leagues.

The dataset was generated by augmenting single images for each team. The classification employed various machine learning algorithms, such as Convolutional Neural Networks and SVM. The tech-stack includes Python, Scikit-Learn, PyTorch, TensorFlow, Pandas, Matplotlib, Pillow, and Streamlit.

See Live Source Code

Water Quality Prediction

Water Quality Prediction, part of the Intel OneAPI AI Hackathon, aimed to assess freshwater sustainability.

The project developed a binary classification model using TabNet ensembling, achieving 87.39% accuracy and a 0.81786 F1 score. Handling a large dataset with missing values was made effective through detailed data analysis. The tech-stack involved Python, Intel AI Analytics Toolkit, Scikit-Learn, PyTorch, and Pandas.

See Prototype Video Source Code

Key Skills

Programming Languages: Python, C/C++, Java

Web Development: Django, HTML, CSS, JavaScript, ReactJS

Data Science: Pandas, Matplotlib, Seaborn, PyTorch, Scikit-Learn

Technologies: PyQt5, PyMongo, SQL, Git/GitHub, Ubuntu