Sudarshan P.
Machine Learning Engineer @The Avocet Hardware Group
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WORK HISTORY
Machine Learning Engineer @The Avocet Hardware Group
Brighouse, GB
Developed and fine-tuned multiple deep learning models for Time Series Forecasting (N-Beats, DeepAR) achieving over 93% accuracy in predicting sales and demand, decreasing overstocking by over 70%.– Developed an Unsupervised learning model (Kmeans++) to cluster products and define product-shelf placements increase product picking efficiency by 35% and overall packing times by 20%.– Innovated a user-friendly Python and Tabula application, automating incoming sales orders and reducing order processing time by 60%, thereby boosting operational efficiency.– Seamlessly deployed sophisticated deep learning models to production environment and created continuous improvement/Development CI/CD pipelines to maintain/improve prediction accuracy. – Conducted thorough analysis and cleaning of complex datasets, revealing key insights into sales and demand trends. Led the creation of robust data pipelines from diverse sources, enhancing decision-making accuracy.
EDUCATION
University at Buffalo
Master of Science - MS, Computer Science
The University of Sheffield
Master of Science - MS, Data Analytics
University of Mumbai
Bachelor of Engineering - BE, Computer Science
SKILLS
ABOUT SUDARSHAN P.
University of Sheffield graduate and passionate Data Scientist at Avocet Hardware with an active interest in Natural Language Processing, Demand Forecasting and Deep Learning, Actively seeking and full-time opportunities.
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