Position: Data Scientist
Category: Data Science
English level: upper
Years of experience: 1.5

Education:
    Bachelors degree in engineering sphere (VNTU)
Certifications:
 - Mathematics for Machine Learning Specialization by Imperial College London
 - Machine Learning by Stanford University
  - Deep Learning Specialization by DeepLearning.AI
Diabetic Retinopathy (computer vision)
Main responsibility: 
 - Data collection.
 - Data Preparation and Feature Engineering.
 - Model creation and training (classification and segmentation problem).
 - MLOps on AWS with automated training and deploying pipeline with AWS tools (CLI, Sagemaker, S3, API Gateway).

Floor Inserting (computer vision)
Main responsibility:
 - Data collection.
 - Data Preparation and Feature Engineering.
 - Train segmentation model for floor detection (fine tuning Hugging face model).
 - Create python scripts for floor changing.
 - Create REST API.
 - Deploying API on AWS (Lambda, API Gateway).