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Hi! I'm
Ketki Godse and I look for the deeper meaning of things!
I can read between the lines, see what meets the eye and show you what does not!

I'm a Data Analyst by passion and by profession!

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EXPERIENCEO
PORTFOLIO

MY WORK

EXPERIENCE

Jul 2024 - Sep 2024

Elile AI

Data Scientist Intern

Python, Azure Databricks, Apache Spark, SQL, Predictive Maintenance, Feature Engineering 
● Developed predictive maintenance models using XGBoost to forecast inverter heatsink temperatures, reducing equipment failure risk and unexpected breakdowns by ~15%, improving operational reliability.
● Optimized maintenance scheduling using model outputs and risk thresholds, contributing to a 20% reduction in equipment downtime and measurable cost savings.

Feb 2025 - Oct 2025

Ernst & Young

Technology Risk Consultant

Python, SQL, Snowflake, Data Lineage & Mapping, SOX ITGCs, GitHub, Lucid Chart, Consulting

● Assessed 10+ automated data jobs and system interfaces by reviewing Python and SQL code, to validate configurations, monitor job failures, and verify change management governance.
● Performed data lineage and data element mapping across 10+ databases and 30+ tables in Snowflake to capture all attributes handling financial data, enabling targeted control implementation, and enhanced traceability for SOX-critical data flows.
● Conducted subscription revenue, discount, and sales tax analysis to identify anomalies, reconcile data across systems and ensure no material variances (>500K) are present in reported financial data.

Jul 2021 - Apr 2022

J.P. Morgan Chase & Co.

Financial Analyst II

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PitchBook, Bloomberg, Salesforce, QlikView, Advanced Excel, Credit Risk Assessment, Fraud Controls

● Utilized PitchBook and Salesforce to gather and analyze private financial data, including revenue for PE and VC firms, and designed QlikView dashboards to visually represent KPIs, streamlining client data analysis and reporting.

● Applied advanced Excel techniques, including pivot tables, VLOOKUP, and nested formulas, to analyze large datasets, resulting in insights that drove a 10% increase in treasury project inflow and a 7% boost in banking project engagement.

Jun 2023 - Jun 2024

University of Washington

Data Scientist

Python, SQL, Power BI, Azure DevOps, Azure Data Studio, Time-Series Forecasting
● Developed sales forecasting models using ARIMA, Prophet, and LSTM for UW dining facilities, enabling the marketing team to optimize targeted promotional campaigns and pricing strategies, resulting in a 5% increase in profit margins and improved ROI on marketing spend.
● Built a Power BI dashboard to visualize key operational KPIs for the ticketing system, reducing response times and increasing customer satisfaction by 25% through more efficient ticket handling.

Oct 2023 - Jun 2024

Included.ai

Data Analyst (Capstone)

User Research, Stakeholder Interviews, Reporting Framework Design, Agile Project Management
● Led user research by interviewing diversity leaders and 50+ participants across diverse ethnographic groups, and analyzing SEC regulations and ISO standards to design a standardized DEI reporting framework, improving transparency and enabling executive-level decision-making on diversity initiatives across multiple organizations.

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TESTIMONIALS
"I had the pleasure of working with Ketki during her time at EY on a SOX readiness project. Ketki's attention to detail was instrumental in identifying and addressing issues promptly. Her deliverables were consistently thorough and well-documented, reflecting her commitment to excellence and her technical skills. She communicates effectively and is always willing to lend a hand when her team requires additional support. Moreover, Ketki actively seeks feedback from leaders and has a constant improvement mindset. Ketki truly is a reliable and self-motivated person, and I have no doubt that she will continue to flourish. Her dedication, skill set, and positive attitude will undoubtedly make her a valuable asset to any organization."        
                                                                ~Olivia Vanhoy, Workstream Lead, Senior Consultant at EY 
"Ketki was a great asset to our team at UW Dept. of HFS. She exhibited a strong foundation in Data Science that opened new doors to analyzing data from the disparate systems that we use in our daily operations. She was very proficient in Python and libraries such as NumPy and pandas. Additionally, her understanding of frameworks such as ARIMA, LSTM, and tensorflow were foundational to the project she completed with her team members. She was also willing and able to communicate these concepts to non-technical stakeholders was valuable as well. I was glad to have her as a team mate and I'm confident that she will be a great asset to any data-driven team."         
                                                   ~Robert Silvie II, Team Lead, Developer at University of Washington
TESTIMONIALS
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