Piyush Jadhav
@piyushjadhav
Data Analyst with 4+ years turning SQL and Python insights into KPIs, dashboards, and decision-ready recommendations.
What I'm looking for
I’m a Data Analyst with 4+ years of experience turning data into decisions across technology, financial services, and education. I’m skilled in SQL and Python analytics, building dashboards and reports, defining KPIs, and translating complex findings into clear recommendations for stakeholders and senior leadership. I’m especially strong in data quality and QA, A/B testing, behavioral analytics, and process improvement across the full analytics workflow—from extraction to insight delivery.
At Apple, I partner with cross-functional engineering, operations, and algorithm teams to run large-scale data-labeling initiatives. I defined and enforced QA standards, built automated quality-scoring workflows, standardized labeling guidelines, and created a confidence-calibrated scoring framework to validate automated quality against dual-reviewer ground truth—supporting decisions across 50,000+ records. Previously, I built Python ETL pipelines, interactive Streamlit dashboards, and behavioral analytics (funnel analysis and cohort segmentation) to improve retention, and I delivered fraud detection analytics and optimized reporting performance to improve anomaly response and processing speed.
Experience
Work history, roles, and key accomplishments
Partnered with cross-functional stakeholders to manage large-scale data-labeling initiatives and define quality standards, throughput, and delivery timelines. Built automated quality-scoring workflows and KPI reporting to improve label quality and reduce error discovery time.
Designed and deployed Python ETL pipelines using REST APIs for real-time enrollment tracking, anomaly detection, and automated reporting. Built a Streamlit dashboard for enrollment trends and applied behavioral analytics to identify engagement bottlenecks and improve retention.
Developed fraud detection analytics on large financial transaction datasets using SQL and Python, including KPI definition and A/B testing of model thresholds. Built SQL views and Power BI dashboards and optimized data pipelines to improve anomaly response time and processing speed.
Education
Degrees, certifications, and relevant coursework
San Diego State University
Master's in Big Data Analytics, Big Data Analytics
2022 - 2024
Completed a master's in Big Data Analytics at San Diego State University from August 2022 to May 2024.
University of Pune
Bachelor's in Computer Science, Computer Science
2016 - 2020
Completed a bachelor's in Computer Science at the University of Pune from July 2016 to May 2020.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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