Key accomplishments

  1. Heart Disease Prediction :
    • Developed a machine learning model achieving 98% accuracy in predicting heart disease.
    • Integrated the model into a Django web application for user input-based predictions.
  2. Amazon Sales Data Analysis:
    • Conducted exploratory data analysis (EDA) to identify patterns and trends in sales data.
    • Created visualizations using Plotly to communicate insights effectively.
  3. Emoscape – Emotional Analysis Project at Nihilent Ltd:
    • Developed Django REST APIs for backend functionality, hosted on IIS Server.
    • Utilized APIs for efficient data retrieval and manipulation.
    • Developed animated data visualizations using Plotly Dash for analyzing user engagement and emotional responses.
    • Contributed to the improvement of facial recognition systems by conducting data sorting, annotation, and developing a machine learning model for facial landmark detection.
    • Analyzed and optimized source codes using SonarQube, enhancing code quality and performance.
    • Proficiently deployed source code using AWS Elastic Beanstalk.
  4. Academic Projects:
    • Chronic Kidney Disease Dataset Analysis:
      • Developed machine learning models with over 99% accuracy for predicting the presence of CKD using various algorithms.
    • Medical Image Processing:
      • Utilized OpenCV library for processing chest X-ray images.
      • Conducted feature extraction to detect pneumonia.

Role 1
Data scientist
Role 2
Machine learning engineer
Test Score
AI, Machine learning, Data Science
100%

B2b software and services
Any
Junior
India
Any
NA
Remote

Education

  • August 20 2018 - June 26 2023
    MIT ADT University, Pune, India

    Integrated M.Tech

    I have passed Integrated M.Tech in Bioengineering with specialization in Bioinformatics from MIT ADT University, India


Experience


Portfolio


Expertise

Python, Machine Learning, Data Science, Django, Data Analysis and Visualization
90

Languages

English

Honors & awards