Skariah T. Email & Phone Number

Hamburg, Germany

• Develops end-to-end machine learning pipelines to create Lifetime Value (LTV) prediction models which forecasts LTV with 85 - 90% accuracy for thousands of performance marketing ad campaigns.• Created fraud detection model to analyze the performance of user acquisition campaigns to identify and automatically block underperforming or fraudulent installs. This process saves between $30,000 - $50,000 (USD) per month.• Writes advanced SQL queries (Postgres & Athena) which are leveraged… Show more • Develops end-to-end machine learning pipelines to create Lifetime Value (LTV) prediction models which forecasts LTV with 85 - 90% accuracy for thousands of performance marketing ad campaigns.• Created fraud detection model to analyze the performance of user acquisition campaigns to identify and automatically block underperforming or fraudulent installs. This process saves between $30,000 - $50,000 (USD) per month.• Writes advanced SQL queries (Postgres & Athena) which are leveraged for in-depth product data analysis, providing valuable insights for informed decision-making.• Schedules and leads regular meetings with various stakeholders to share results and analysis, and obtain feedback on platform performance, and brainstorm new features to be implemented.• Built and maintains a dashboard web application (Streamlit framework) for the performance marketing team which enables its users to conduct cohort analysis, understand prediction data and visualize accuracy metrics and various KPIs.• Utilizes data engineering skills to develop and implement high-performance data pipelines to automate ETL processes. Show less

● Codeveloped a stock investment dashboard that automates fundamental analysis using Python, Excel, and GitHub.● Leads a team that manages dashboard by maintaining stock exchange databases, updating key metrics, resolving data issues and errors, and innovating new features.● Effectively uses dashboard to make profitable investments and takes initiative to find investment opportunities by conducting research and analysis of equities. Fund currently has an annualized rate of return of… Show more ● Codeveloped a stock investment dashboard that automates fundamental analysis using Python, Excel, and GitHub.● Leads a team that manages dashboard by maintaining stock exchange databases, updating key metrics, resolving data issues and errors, and innovating new features.● Effectively uses dashboard to make profitable investments and takes initiative to find investment opportunities by conducting research and analysis of equities. Fund currently has an annualized rate of return of 15%. ● Efficiently communicates updates and changes to various stakeholders regarding the dashboard and investment portfolio. Show less

Gaborone, Botswana

● Productively worked as part of a team that ensured over 800 bank employees worked efficiently without any IT related disruptions. Achieved a 99% service level agreement (SLA) rating and reduced query response time by 75%.● Took initiative to create solutions for the IT division by automating manual work processes. Created a process automation script using Windows PowerShell that decreased set-up time for bank computers. Saving 30 minutes per setup, thus increased work efficiency by… Show more ● Productively worked as part of a team that ensured over 800 bank employees worked efficiently without any IT related disruptions. Achieved a 99% service level agreement (SLA) rating and reduced query response time by 75%.● Took initiative to create solutions for the IT division by automating manual work processes. Created a process automation script using Windows PowerShell that decreased set-up time for bank computers. Saving 30 minutes per setup, thus increased work efficiency by 25%.● Successfully implemented the integration of Microsoft Office 365 cloud services alongside key stakeholders such as the Solutions Architect and Senior Systems Administrator to establish project specifications. Show less

Bachelor Of Science - Bs, Mechanical Engineering

Master Of Science - Ms, Attended At Gisma Business School, Business Intellingence And Analytics, Distinction