Ankita Yadav

• Power BI Reporting: Lead the design and development of comprehensive Power BI reports and dashboards to support business intelligence needs.
  
• Data Visualization: Translated complex data sets into visually appealing and easy-to-understand reports, providing actionable insights for decision-makers.
  Implemented best practices in data visualization to enhance the clarity and impact of reports.
  

1.Automated Quality Assurance System for Cement Production:(June 2023-Till Date)

This project aims to develop machine learning-based models that can perform quality checks on cement produced in their manufacturing plants. These models will analyze data from the manufacturing process to ensure the cement meets high-quality standards.
Roles and Responsibilites:
1.Actively Involved in daily stand up calls
2.Analyze and filltered data sent by client
3.Optimized and pre processed data before building a regression model.
4.Mapped data using python libraries like numpy,pandas,seaborn
5.Built and trained the model using Random forest,XGBoost,Gradient Boosting as base model and MLP Regressor as Meta model
6.Analyze model prediction accuracy using MAPE with score of 5.4%

2.Title: Optimization in Logistics Industry

(March 2023-Till Date)
This project addresses a significant issue faced by a logistic company—high transportation costs, which are adversely affecting profitability and competitiveness. The project's goal is to identify the root causes of these elevated costs and implement effective solutions to reduce them.
Roles and Responsibilities:
1.Analyze transportation cost data
2.Identify trends and patterns in cost variations.
3.Analyze current delivery routes and processes.
4.Identify opportunities for route optimization.
5.Develop new, more efficient route plans using Linear programming.
6.Collaborate with the transportation team to implement route changes.
7.Monitor and assess the impact of route optimizations.
8.After optimization the transportation cost reduce by 8%

3.Title: TMT Steel Rods Inventory Management(April 2022-June2022)
This project tackles a big problem: a lot of leftover steel rod pieces are not being used efficiently. Instead, they end up being sold as scrap, which causes the company to lose money. The project's main aim is to create a dashboard using business intelligence tools.
Roles and Responsibilities:
1.cleaned data on steel rod offcuts send bu client.
2.Conducted in-depth data analysis using Power BI to uncover utilization patterns and revenue losses.
3.Designed and developed a Power BI dashboard to visualize data insights effectively.
4.Created interactive reports and visualizations to highlight underutilization trends and financial impact.
5.Ensured the dashboard was user-friendly for non-technical stakeholders.

Roles and Responsibilites:
Research in the field of Artificial Intelligence and Mechanical Engineering and to upgrade the skills of students in technical domains.

Roles and Responsibilites:
Teaching and Research in the field of Mechanical Engineering.