Results-driven professional with over 2 years of experience in data analysis and engineering. Skilled in Python, SQL, data analysis, and statistical modelling. Experienced in designing ETL pipelines, developing machine learning models, and implementing advanced analytics. Proven ability to drive business decisions through analytical and problem-solving skills. Currently pursuing a Masters in Data Science from Monash University and seeking opportunities in data science roles.
KEY PROJECT 1: Document Crawling for extracting security related clauses: Worked on a project on Extracting Cyber Security Clauses from contract documents for an US based client. Designed a system to extract cyber-security clauses from non searchable PDF documents. Used techniques like TFIDF, Optical Character Recognition (OCR) and multiple classification models for text extraction and analytics.
KEY PROJECT 2: Cyber Risk Quantification (CRQ): Developed a statistical model that can help the senior management of an organisation to reinforce their business cases and enhance overall risk management. Fetched company's asset and vulnerability data using Rest APIs. Created a ETL pipeline and loaded the transformed data into MySQL workbench. Extracted the data from Database for statistical modelling. Build a statistical model to map risk against each asset.