Welcome to my GitHub profile! I'm a Computer Science and Artificial Intelligence (CSAI) student at the Indraprastha Institute of Information Technology, Delhi (IIITD), with a passion for web development, problem-solving, and machine learning. Here's a little more about me and my work:
Tech Stack: Python, Scikit Learn
- Developed predictive models for bank telemarketing success using Logistic Regression, Random Forests, XGBoost, and Multi-Layer Perceptrons, achieving 91% accuracy with XGBoost.
- Implemented advanced preprocessing and feature engineering to address class imbalance and improve model performance.
Tech Stack: Python, Stable-Baselines, DQN
- Developed a Deep Q-Learning (DQN) model to predict diagnostic outcomes and extract decision pathways from Electronic Health Records (EHR), ensuring interpretability in healthcare decisions.
- Implemented a custom reward structure and state-action space to optimize decision-making, achieving high accuracy and pathway explainability.
Tech Stack: Llama3, Stable Diffusion XL, HuggingFace Spaces, Python, Flask, HTML, CSS
- Developed a web application that converts text prompts to sign language using advanced NLP and image generation technologies.
- Utilized Llama 3 for NLP to generate sign language instructions and Stable Diffusion XL to create corresponding images.
- Built the application using Flask, Python, HTML, CSS, and JavaScript, and integrated HuggingFace APIs and HuggingFace Spaces to enhance model performance and deployment.
Tech Stack: MongoDB, ReactJS, NextJS, Next-Auth, BcryptJS
- Developed Rakt, a full-stack platform utilizing Next.js, NextAuth, React, and MongoDB, designed to connect individuals in urgent need of blood with local donors, featuring secure authentication, real-time updates, and a responsive user interface.
Tech Stack: Python, Machine Learning
- A model to predict the sales of an item using previous sales data, aimed at boosting the profit of an e-commerce store.
Tech Stack: MongoDB, ExpressJS, ReactJS, HTML, CSS, JavaScript
- A responsive and secure password manager web application enabling users to store, edit, and delete passwords with a user-friendly interface.
- Features include copying data to the clipboard and designed alerts using the Toastify library.
Live Demo
Tech Stack: ReactJS, HTML, CSS
- A sleek, minimalist portfolio website showcasing my skills, projects, and experience. Fully responsive and dynamic.
- GitHub Repository
Tech Stack: HTML, CSS, JavaScript
An online web music player with a responsive client-side front-end that dynamically inputs songs and their covers.
Guide: Mukesh Mohania
Tech Stack: SQL, Python
Implemented the backend CLI for an online thrift store where users can buy and sell products. Features a transaction system.
Guide: Koteswar Rao Jerripothula
Tech Stack: JavaFX, Scene Builder, Java
A Stick Hero game implemented using Java OOPs concepts with dynamic background, multithreading, and JUnit tests.
Guide: Dhruv Kumar
Tech Stack: C
A custom memory management system (MeMS) using mmap and munmap for memory allocation and deallocation.
Guide: Dr. Sujay Deb
Tech Stack: Python
Built a virtual assembler and simulator for a given ISA with a group of 4 people using GitHub repositories for collaboration.
- Programming Languages: Python, C++, C, Java, HTML, CSS, Tailwind CSS, JavaScript, SQL, ReactJS
- Tools and Technologies: GitHub, VS Code, Google Colab, JavaFX, Linux, Scene Builder, Chat-GPT, Canva, Figma, Da Vinci Resolve, Photoshop
Indraprastha Institute of Information Technology, Delhi
B.Tech (CSAI)
2022 – (Present)
CGPA: 7.42 (till 4th Semester)
Adarsh Jain Dharmik Shiksha Sadan, New Delhi
CBSE (Class XII)
2021 – 2022
Percentage: 93.4
St. Xavier’s Sr. Sec. School, Sirsa (Haryana)
CBSE (Class X)
2019 – 2020
Percentage: 93.4
- Email: adityabagrii.work@gmail.com
Thank you for visiting my profile! Feel free to explore my repositories and connect with me.