ridhisharma1202
About Candidate
Location
Education
As a Fashion Technology student at the National Institute of Fashion Technology, Mumbai, I am passionate about applying my skills in data analysis and project management to enhance manufacturing efficiency and precision. I have gained valuable experience through internships at Aquarelle India and Brandix, where I contributed to two significant projects that showcased my ability to leverage data-driven insights for smart factory transformation and workflow optimization. I am eager to continue learning and growing in this field, and I am always open to new opportunities that allow me to apply my skills and knowledge to real-world challenges.
Work & Experience
Developed a production prediction dashboard and line balancing module as a pre-digital twin solution for manufacturing operations. Key Achievements: - Developed an AI-based operator allocation model using the Hungarian Algorithm and Python, reducing allocation time by 60%. - Increased line responsiveness by 25% and achieved 83% accuracy in production output prediction using XGBoost. - Conducted skill-gap analysis and created manpower reallocation strategies to address production bottlenecks, reducing bottlenecks by 12%. Demonstrated strong capabilities in combining advanced analytics with practical manufacturing applications to drive measurable operational improvements.
Collaborated within an 11-member team to implement NEXERA solutions, achieving 94% data accuracy and significantly enhancing real-time monitoring capabilities. Led initiatives in material flow analysis, layout optimization, and process streamlining, resulting in an 8% improvement in overall production efficiency.
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