Archana Ravunniarath

Project :Developed of an AI-based solution that assesses the influencing factors for tire abrasion and predict tire service life on commercial vehicles

• Engineered ML pipelines to train regression models, predicting tire abrasion for Trucks and Harbor Straddle Carriers.
• Leveraged data acquisition, cleaning, filtering, and manipulation techniques to optimize model performance
• Identified the key influencing factors for tire abrasion for commercial vehicles using statistical analysis

Project : Production Line optimization with Autonomous workstations using AI

• Developed and trained machine learning models (Keras) to improve job scheduling efficiency.
• Implemented hyperparameter tuning for the Artificial Neural Network (ANN) to optimize model performance
• Developed front-end and back-end for the Planning and Worker tools ,using ReactJS and SQL, in order to visualize and assign jobs to the shop-floor employees, while ensuring optimized production plan

Process Improvement

• Developed a robust Requirements Engineering process to streamline customer requirement gathering and analysis
• Implemented a RACI matrix to clearly define roles and responsibilities for each phase of the process, reducing ambiguity and improving efficiency.
• Created a detailed flow of events to visualize the end-to-end process, ensuring consistency and traceability.

• Handled Account Management and Business Development
• Led Account Management for JV in India for the product line – Sensors and ECMs for Automotive engines
• Monitor monthly delivery timelines, ensure that Order to Delivery (OTD) is close to 100%
• Responsible for new business initiatives / enquiries - from product scope finalization to commercial and financial terms
• Manage current product profitability
• Developed insightful dashboards and comprehensive reports using PowerBI, spotlighting viable business opportunities and furnishing critical sales forecasts.

Projects

6 Sigma Project: To define a new business setup for Electronics sale for ECMs and sensors for customers in India

Process Improvement

Recognition for streamlining the processes and restarting of production for the controller PS0600 in Q2 2018

• Application development for Vodafone Portugal and IKEA Germany
• Developed an automated alert service using VB.Net, that significantly reduced response times and improved error resolution for IKEA Germany