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Sonalikasingh17/README.md

Hi, I'm Sonalika Singh! 👋

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👨‍💻 About Me

As a Data Scientist & ML/AI Enthusiast, I combine my strong foundation in Mathematics with a passion for solving real-world data problems. Having completed my M.Sc. in Mathematics from IIT Madras, I have gained valuable experience through internships at ERNET India, IIT Madras Research Park, where I built predictive models and automated analytics and at IIT Guwahati (E&ICT Academy), where I worked on deep learning models for image classification.

My journey has equipped me with hands-on expertise in Python, SQL, TensorFlow, Scikit-learn, numpy, Pandas and Power BI, and I enjoy exploring Machine Learning, Deep Learning, NLP, and Data Analytics to create impactful solutions. Beyond work, I’m deeply interested in dancing and reading useful content about my field - which keep me creative and balanced.


🚀 What I Do

  • 🔭 I’m currently working on: Data Science & ML Projects
  • 🌱 I’m currently learning: CI/CD for ML & Advanced Deep Learning Architectures
  • 👯 I’m looking to collaborate on: Deep Learning & Applied ML Research Projects
  • 🤔 I’m looking for help with: Optimizing ML pipelines for deployment
  • 💬 Ask me about: Python, Machine Learning, Deep Learning & Data Analysis
  • 😄 Pronouns: She/Her
  • ⚡ Fun fact: I enjoy visualizing ML models almost as much as building them!
  • ✨ Words that describe me - * Self-motivated, Focused, Adaptable, Hardworking & Perfectionist.*

📊 GitHub Stats

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✨ *Let’s connect, collaborate, and build impactful AI solutions together!

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  1. Music_Recommender_System Music_Recommender_System Public

    An end-to-end NLP project demonstrating data preprocessing, TF-IDF feature extraction, and cosine similarity for music recommendations. Includes a Streamlit web app with Spotify API integration for…

    Jupyter Notebook 2

  2. Sequence-Modeling-for-Language-Decoding Sequence-Modeling-for-Language-Decoding Public

    End-to-end Seq2Seq translation system built with TensorFlow/Keras, featuring attention mechanisms, advanced decoding, and hyperparameter optimization via Weights & Biases. Demonstrates practical ex…

    Jupyter Notebook 1

  3. Multilingual-Language-Classifier Multilingual-Language-Classifier Public

    An end-to-end NLP pipeline for multilingual text classification with character-level TF-IDF, dimensionality reduction, and classical ML models. Features real-time and batch inference through a Stre…

    Jupyter Notebook 1

  4. Facial-Recognition-Attendance-System Facial-Recognition-Attendance-System Public

    Built a facial recognition web application for automated attendance using OpenCV, dlib, and CNN-based architecture, integrating face detection and recognition pipelines with robust accuracy and liv…

    Python

  5. Multi-label-EHR-Classification Multi-label-EHR-Classification Public

    Jupyter Notebook 1

  6. Imbalanced-Dataset-Classifier Imbalanced-Dataset-Classifier Public

    Jupyter Notebook 1