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JaspreetSingh-exe/README.md

Hi there! 👋 I'm Jaspreet Singh

"Engineer by profession, Researcher by passion"

🚀 About Me

I am a Software Engineer with expertise in Machine Learning/AI, Android Development (Kotlin), and Research. Passionate about building impactful applications, developing intelligent models, and exploring the latest advancements in AI.

💻 Tech Stack

🖥️ Programming Languages

Java Python C C++ Kotlin

🤖 Machine Learning

Logistic Regression Support Vector Machines (SVM) Decision Trees Random Forest Gradient Boosting K-Nearest Neighbors (KNN) Naive Bayes XGBoost

🧠 Deep Learning

Convolutional Neural Networks (CNN) Recurrent Neural Networks (RNN) Long Short-Term Memory (LSTM) Mobile-Vit YOLO (You Only Look Once) MobileNet-V2 VGG-16 ResNet Transformers GANs (Generative Adversarial Networks)

📝 Natural Language Processing (NLP)

LSTMs TF-IDF BERT Word2Vec GPT Models Named Entity Recognition (NER) Sentiment Analysis Text Summarization

🔥 Large Language Models (LLMs)

GPT-3 GPT-3.5 Turbo GPT-4 T5 (Text-to-Text Transfer Transformer) BART (Bidirectional and Auto-Regressive Transformers) LLaMA

🏢 Frameworks

TensorFlow PyTorch Keras Scikit-Learn Hugging Face Transformers FastAPI

🏢 Android Development

Kotlin MVVM Architecture Jetpack Compose Android Lifecycle Room Database Retrofit Coroutines & Flow

☁️ Cloud & Storage

SQL Firebase AWS

📚 Research Work

I have published two research papers in renowned conferences:

  1. "An Approach Towards Early Stage Detection of Lung Cancer Using Machine Learning" – Published in Springer (Link)
  2. "Vision-Based Littering Detection and Face Tagging using Multi-Model Architecture" – Published in IEEE Xplore (Link)

🎸 Hobbies

  • Playing Guitar 🎸
    Whether it's acoustic or electric, strumming the strings helps me relax and express creativity
  • Listening to Music 🎵
    Exploring different genres, from classical to rock, is something I love
  • Collecting Watches ⌚
    A passion for timepieces, appreciating their craftsmanship and history
  • Reading Books 📖
    Enjoy fiction, non-fiction, and tech-related books that broaden my knowledge
  • Photography 📷
    Love capturing nature, street moments, and creative portraits
  • Gaming 🎮
    Whether it's PC, console, or mobile, gaming is a fun escape and challenge

👯‍👯 Let's Connect

Feel free to reach out for collaborations, discussions, or opportunities!

🌟 Always learning, building, and researching!

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  1. MedXpert-FrontEnd MedXpert-FrontEnd Public

    MedXpert is an Android-based healthcare application that leverages OCR (Tesseract, pdfplumber) and LLMs (OpenAI GPT-3.5) to automate medical report extraction, abnormality detection, and natural la…

    Kotlin 2

  2. MedXpert-Backend-FastAPI MedXpert-Backend-FastAPI Public

    AI-powered medical report analyzer that extracts text from PDFs/images, summarizes reports, detects abnormalities, and provides a chatbot for medical queries. Built with FastAPI, OCR (Tesseract, pd…

    Python 1

  3. Sign-Language-Recognition-System Sign-Language-Recognition-System Public

    Sign Language Recognition System is an AI-powered application that enables real-time sign language recognition using MediaPipe and an MLP model. It captures hand gestures, extracts landmark feature…

    Jupyter Notebook

  4. Personality-Prediction-Using-Deep-Learning Personality-Prediction-Using-Deep-Learning Public

    The project aims to predict MBTI personality types based on text data using deep learning models. It leverages LSTMs, Bi-Directional LSTMs, and BERT to enhance classification accuracy.

    Jupyter Notebook

  5. Music-Genre-Classification Music-Genre-Classification Public

    This project builds a Music Genre Classification System using SVM, CNN, LSTM, and Transformer models, with YAMNet-based feature extraction. It processes audio files, extracts embeddings, and trains…

    Jupyter Notebook

  6. Java-SnakeGame Java-SnakeGame Public

    Snake Game is a simple classic arcade game where the player controls a growing snake to eat food while avoiding collisions with the walls and itself. The game gets progressively challenging as the …

    Java 1 1