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pgoyal77/README.md

Hi, I'm Parul Goyal

AI/ML Enthusiast | Salesforce Developer (Explorer) | Data Analyst

Technical Skills

Programming & Scripting

Machine Learning & Data Science

Salesforce & Development Tools

Data Visualization & Analytics

About Me

Final-year Dual Degree (B.Tech + M.Tech) student in Bioengineering at IIT Mandi (2020–2025).
Passionate about AI/ML, Data Science, and actively exploring Salesforce Development.
Strong interest in applying technical expertise to healthcare, research, and scalable technology solutions.

Experience

Data Analyst Intern – Medcords Healthcare (Aayu), Hyderabad (Dec 2023 – Feb 2024)

  • Analyzed pharma sales data across 331+ stores.
  • Built Power BI dashboards and identified top revenue drivers.

Research Intern – Verzeo Edutech, Bangalore (Jun 2022 – Sept 2022)

  • Processed over 100 microscopy images with ImageJ & Excel.
  • Enhanced material clarity analysis by 15%.

Education

IIT Mandi (2020–2025) | Dual Degree (B.Tech + M.Tech) in Bioengineering

M.Tech Thesis (2024–2025): Stomata Dynamics Identification Model

  • Built a YOLOv8-based detection pipeline for microscopy images.
  • Automated feature extraction & classification for stomata morphology.

Projects

  • ML-Driven Biomarker Identification – Feature classification using SVM, XGBoost, Random Forest
  • Movie Recommender Website – Streamlit + TMDb API + NLP preprocessing
  • Helping Hands (Obstacle Detector) – Arduino-based wearable assistive device

GitHub Stats

“Bridging research and technology through AI/ML and Salesforce development.”

Pinned Loading

  1. ML-Driven-Biomarker-Identification-for-Early-Disease-Detection ML-Driven-Biomarker-Identification-for-Early-Disease-Detection Public

    This project focuses on biomarker identification using Machine Learning (ML) for early disease detection. The workflow included data preprocessing using MetaboAnalyst, followed by training and eval…

    Jupyter Notebook

  2. Pokemon_Image_Classifier_CNN_Based Pokemon_Image_Classifier_CNN_Based Public

    This is a computer vision project where a Convolutional Neural Network (CNN) was trained to detect and classify images of three Pokémon characters: Bulbasaur, Meowth, and Pikachu. This project demo…

    Jupyter Notebook

  3. Stock_Forecasting_using_ARIMA Stock_Forecasting_using_ARIMA Public

    This Project centers on time series forecasting that deploys the ARIMA (AutoRegressive Integrated Moving Average) model which is one of the most trending statistical models as far as financial anal…

    Jupyter Notebook

  4. Sleep_Disorder_Prediction_Machine_Learning Sleep_Disorder_Prediction_Machine_Learning Public

    This project focuses on predicting sleep disorders using real-world health data. By training machine learning models on features like BMI, age, gender, stress level, physical activity, and more. th…

    Jupyter Notebook

  5. Movie_Recommender_Website Movie_Recommender_Website Public

    I used CountVectorizer to convert movie data into vectors, Cosine Similarity to find similar movies, and PorterStemmer to clean the text data for better accuracy in recommendations.

    Jupyter Notebook