Umang Sharma Data Scientist

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Ad Operations Executive

Xapads Media Technology Pvt Ltd

Mar 2024 - Current (2 years 4 months)

• Executed data-driven ad operations using Google Ad Manager, DV360, and Meta Business Suite to manage multi-platform campaigns. • Designed real-time campaign performance dashboards using Power BI, enhancing stakeholder visibility into CTR, CPA, and ROI. • Applied A/B testing, cohort analysis, and predictive analytics to optimize user acquisition strategies and reduce cost per lead (CPL). • Collaborated with data scientists to incorporate machine learning models for customer segmentation and targeting. • Utilized SQL for generating power queries to support demand analysis, enhancing data-driven decision-making processes. Additionally, leveraged React.js and PostgreSQL to improve the efficiency of data handling and reporting tas

B

Data Scientist

BSS Cool Cool Transport Pvt Ltd

Jan 2022 - Jan 2024 (2 years 1 month)

• Built and deployed a real-time traffic prediction model using TensorFlow, OpenCV, and YOLOv5, improving traffic flow efficiency. • Used time series forecasting (LSTM, ARIMA) and spatial data analysis to optimize route allocation and delivery scheduling. • Processed large volumes of IoT and GPS data using Pandas, SQL, and Apache Spark, enabling efficient pattern recognition. • Developed custom data pipelines for ingestion, cleaning, and feature engineering, automating data readiness for modeling. • Developed interactive dashboards using Metabase to monitor fleet performance and optimize logistics operations, significantly improving decision-making efficiency. • Led deployment of cloud-based data pipelines on AWS, ensuring scalabl

C

BSc Hons Data Science and Artificial Intelligence

Christ University

Jul 2021 - Jul 2024 (3 years 1 month)

During my BSc Hons in Data Science and Artificial Intelligence, I gained a robust foundation in data analytics, SQL, and data modeling through hands-on coursework and projects that involved relational databases and statistical analysis. I built interactive data visualization dashboards and analytical reports using tools like Metabase and PostgreSQL during academic projects, enhancing my ability to present data insights effectively. Additionally, I developed full-stack mini-projects with React.js front-ends connected to SQL-based backends, showcasing the practical application of web development within the realm of data science. My capstone projects involved real-world datasets, emphasizing end-to-end data pipeline development and the deliver

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Computer Science Expert

Ess Ess Convent Sr Sec School,Agra

Jun 2019 - Jun 2021 (2 years 1 month)

As a Computer Science Expert, I was responsible for delivering comprehensive instruction in computer science principles, focusing on both theoretical knowledge and practical application. I introduced students to modern web technologies and tools, including the basics of React.js, through project-based learning and curriculum enhancements. Additionally, I designed and maintained internal academic performance tracking dashboards, utilizing tools like Metabase to demonstrate real-time data visualization and reporting capabilities. My role also involved mentoring students on data-driven application development, effectively bridging foundational concepts with practical, industry-relevant technologies.

Umang Sharma

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