Open to opportunities

Priyamvada Singh

@priyamvadasingh

Message

Data scientist specializing in predictive modelling and actionable analytics.

India

Message

What I'm looking for

I seek a data-role where I can build and deploy predictive models, drive product improvements with analytics, work within collaborative teams, and grow into technical leadership while delivering measurable business impact.

I am a data scientist with a strong foundation in machine learning, predictive modelling, and data engineering, built through a Master of Science in Data Science and four years of industry experience. I have delivered high-impact projects—ranging from election outcome prediction with a tuned Logit model (recall 0.92, F1 0.89, AUC 0.892) to dimensionality reduction of census data (57→5 components at 94% explained variance) and time-series forecasting for sales using Triple Exponential Smoothing—demonstrating measurable business value.

I combine hands-on technical skills (Python, SQL, R, Scikit-learn, Spark, Azure, Tableau) with practical product and marketing experience to translate data insights into improved customer journeys and financial-product features. I prioritize data integrity, robust model validation, and scalable implementation to help teams make data-driven decisions.

Experience

Work history, roles, and key accomplishments

Data Analyst

Experian

Mar 2024 - Mar 2025 (1 year)

Implemented policies and features for financial products using SQL Server and Excel, built and tested data-driven solutions with JMeter/Postman, and delivered insights from non-PII data to improve lender products and data integrity.

SQL Server Excel JMeter Postman Data Analysis Data Integrity ETL Reporting

Digital Marketing Manager

WOOP

Nov 2021 - Dec 2022 (1 year 1 month)

Optimized and scaled client campaigns, analyzed low-performance funnels to improve customer journeys, and achieved final conversion rates of 35%–48% across geographies.

Campaign Optimization Funnel Analysis Performance Marketing Analytics A B Testing Google Ads Facebook Ads Reporting

Associate

The Ayurveda Experience

Feb 2020 - Jul 2021 (1 year 5 months)

Leveraged surveys, data analysis, and marketing strategies to optimize user experience and support revenue growth.

Survey Analysis Data Analysis Marketing Strategy Customer Research Reporting

Education

Degrees, certifications, and relevant coursework

Deakin University

Master of Science, Data Science

2023 - 2025

Activities and societies: Completed 11 projects including predictive modelling, PCA dimensionality reduction, and time series forecasting; portfolio available (projects referenced).

Master of Science in Data Science with coursework and 11 projects focused on EDA, data mining, machine learning, predictive modelling, and mathematics for AI.