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  • New Delhi, India

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AbhinandanMandal/README.md

Hi, I'm Abhinandan

Welcome to my GitHub! I am deeply passionate about Artificial Intelligence, with a strong focus on designing and developing efficient, explainable AI systems for assistive, responsible, and sustainable applications. I am particularly fascinated by the inner workings of deep neural networks and driven by a curiosity to reverse-engineer and understand their underlying mechanisms.

What I Do

  • Computer Vision – Research on fundamentals and advancement of computer vision.
  • Deep Learning – Exploring ML models and AI-driven applications for assistive and technological developments.
  • Open Source – Sharing my projects and contributing to the dev community.

Explore Research Repositories

Explore Open Source Repositories

  • AutoNavRL: Autonomous Qbot navigation in GNSS-denied environment using Deep Reinforcement Learning. Research work during internship at Indian Institute of Technology (BHU) Varanasi.

  • korroresearch: An AI agentic tool to generate complete document production system across 9 formats from research paper to thesis skeleton. Done in collaboration with KorroAI.

  • Python Visual Similarity: A repository for computing similarity between images for image retrieval and unsupervised labelling tasks.

Explore Learning Repositories

  • TorchGround: A repository consists of various kinds of Deep Learning models and modules made entirely from scratch using PyTorch Framework.

  • ANN: This repository contains some of the scratch up implementation of Artificial Neural Network only with Numpy and Linear Algebra.

  • JFA: A comprehensive Java course designed to help learners from beginner to advanced levels. This repository covers fundamental to advanced Java concepts, ensuring a deep understanding of the language with hands-on problem-solving.

  • DSA-Fundamentals: The repository consist of fundamental questions on data structure and algorithm for beginner and intermediate level.

  • RLFoundations: A comprehensive repository consist of reinforcement learning implementation from scratch with python only.

Explore Project Repositories

  • Compass: An intelligent, CLI-based campus navigation system designed for IIITM Gwalior. It focuses on efficient routing, human-friendly directions, and contextual campus awareness, making navigation intuitive for new visitors, students, and staff. Philanthropic work assoicated with Indian Institute of Information Technology and Management Gwalior.

  • Project QUBE: Project QUBE foundation with google gemini api and python django, QUBE is a combination of AI and social networking webapp.

  • SideProjects: A comprehensive beginner to advance projects in python.

Pinned Loading

  1. assistiveopencv assistiveopencv Public

    Assistive OpenCV: Leveraging Machine Learning based ETA’s for Visually Impaired People

    Jupyter Notebook 2

  2. MoSE-XAI MoSE-XAI Public

    MoSE-XAI: a lightweight, interpretable, deployable model for crop disease detection

    Jupyter Notebook 1

  3. TorchGround TorchGround Public

    Building DL models with PyTorch framework

    Jupyter Notebook 1

  4. SimSearch SimSearch Public

    Self-Supervised Image Representation Learning & Retrieval

    Jupyter Notebook