Surbhi G.

ABOUT ME

I am a Computer Science and Engineering doctorate having outstanding academic, communication, organizational and people skills.
• Knowledge of advanced statistical techniques and concepts like regression techniques, statistical tests and applications.
• Experience querying databases and using statistical computer language Python and Matlab.
• Experience in machine learning frameworks and libraries
• Machine learning concepts and techniques: Regularization, k-NN, Boosting, Random Forests, Decision Trees, Bayesian models, Neural networks, Support Vector Machines (SVM)
• Supervised and Unsupervised learning
• Experience with the whole ETL data cycle (extract, validate, transform, clean, aggregate, audit, archive)
• Solve Practical problems using AI soft computing algorithms like, PSO, ACO, BBO, BFO etc.
• Publish research outcomes at international platform with 40+ publications in SCI/SCOPUS/Other Journals.
• Research and develop innovative machine learning solutions to image analysis problems with specific expertise in image forensics.

SKILLS