Ramil Patel

Experience

• 

  Colourtex Ind Ltd

  Feb 2021 - Mar 2021

  Vocational trainee

  • Acquired knowledge in the large-scale manufacturing of dyes (PNA, OCPNA).• Acquired knowledge of diverse safety protocols such as the work permit system and job safety analysis.• Gained experience in performing mass balance calculations and designing heat exchangers.

• 

  Grasim Industries Limited | Pulp & Fibre

  Aug 2021 - Jul 2023

  • Identified deviations in KPIs and collaborate with cross-functional teams to investigate root causes and take corrective actions.• Participated in Root Cause Analysis (RCA) for the Uncertainty, Breakdown, Customer Complaint & Production Losses.• Led a Digitalization project on condition monitoring of steam traps enabling proactive maintenance and reducing steam loss.• Certified internal auditor for the Integrated Management System (ISO 9001, 14001 &45001) from Bureau Veritas.

  • Engineer

    Aug 2022 - Jul 2023

  • Consulter

    Aug 2021 - Aug 2022
• 

  Grasim Industries Limited | Pulp & Fibre

  May 2024 - Jul 2024

  Summer Intern

  Project Title: Data-driven soft sensor for the prediction of Unbleached Pulp Kappa Number.• Explored data driven techniques for the prediction and optimization of Unbleached Pulp Kappa Number.• Created user-defined functions with Pandas library for structured data preparation for optimal utilization of ML models.• Developed ML/DL models, Linear Regression, XGBoost, Random Forest, ANN to achieve high prediction accuracy.• Implemented optimized ANN Architecture using hyper-parameter tuning with 2.9% MAPE and 0.72 R2 Score. Show less