Shivam Yadav is a Data Scientist with extensive experience in machine learning, deep learning, and big data analytics. During his tenure at IBM, he developed advanced recommendation systems and predictive models that significantly improved operational efficiency and accuracy. He holds a Master of Technology in Computer Science from IIIT Hyderabad and a Bachelor of Technology from NIIT University.
Experience
Data Scientist
IBM
Apparel Recommendation System: Created a database from 25 million individual transaction records for over 100,000 customers. Developed CNN and Transfer Learning models for similar products recommendation, achieving over 87% accuracy. Analytics and Prediction of Equipment Failure: Conducted EDA and generated visual representations using Plotly. Constructed predictive models using Regression and K-means, achieving 85% accuracy in predicting failures 3 days in advance. Created Intellectual Property solution leading to $20,000 annual cost reduction. Vehicle Price Prediction: Performed EDA to identify major price factors and migrated SAS codes to Python. Developed multivariate time series models achieving over 90% accuracy for 13 vehicle models.
Education
IIIT Hyderabad
Master of Technology
Computer Science Information Security
NIIT University
Bachelor of Technology
Computer Science Engineering
Licenses & Certifications
AI-900 Azure AI Fundamentals
DP-900 Azure Data Fundamentals
AZ-900 Azure Fundamentals