Badges
Certifications
Work Experience
Data Scientist
Centre for Integrative Omics Data Science (CIODS)•  February 2023 - Present•  Mangalore, India
Developed a machine learning model to predict Type 2 Diabetes using metabolite profiles from blood samples, involving data preprocessing, feature selection, model training, and performance evaluation. Employed machine learning approaches for classification to identify gene resistance against drugs. Managed data analysis for head and neck cancer using NLP, developed the Head and Neck Drug Resistance Database, and created a gene visualization tool with Django and Matplotlib, reducing processing time by 50% and serving 50+ users. Developed an NLP-based chatbot for interactive communication, implementing various NLP algorithms and vectorization techniques.
Machine Learning Intern
Knowledge Solutions India (Affiliation with Microsoft)•  February 2021 - April 2021•  Remote
Developed and optimized an insurance cost prediction model using multiple machine learning algorithms, performing accuracy assessments to ensure model reliability. Acquired comprehensive knowledge in machine learning techniques, including model selection, training, and evaluation.
Education
Visvesvaraya Technological University
Computer Science & Engineering, Bachelor's Degree in Computer Science and Engineering•  March 2019 - May 2023•  CGPA: 8.53