Summary
Overview
Work History
Education
Skills
Data Science Projects
Timeline
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Piyush Tayal

Piyush Tayal

Business Analyst
Bengaluru

Summary

Experienced Data Analyst with a proven track record in spearheading transformative projects within the procurement domain at Schneider Electric.Adept at leveraging advanced analytics, machine learning, and deep learning techniques to drive operational efficiency, cost savings, and sustainable solutions.

Overview

5
5
years of professional experience
1
1
year of post-secondary education

Work History

Data Analyst

Schneider Electric
Bengaluru
09.2020 - Current
  • .Developed Buyer's 360 dashboard end to end to monitor and track key performance indicators (KPIs) of stakeholders, resulting in significant efficiency gains. This initiative yielded substantial savings of 60 Full-Time Equivalents (FTEs) per month.
  • Spearheaded development of end-to-end Predictive SOB (Source of Business) tool aimed at mitigating money leakage, resulting in savings of 250K Euros.
  • Analyzed price movement trends and implemented SARIMA model to forecast future price changes, providing valuable insights into productivity.
  • Implemented various Business Intelligence (BI) tools tailored for India region to gain comprehensive bird's eye view.

New Product Development Engineer

L&T Electrical & Automation
07.2019 - 08.2020
  • Led the development of CX-1 (EOM for COS) from the conceptual phase to the production phase, focusing on critical areas such as Statistical Process Control (SPC), Six Sigma methodologies, PFMEA
  • Implemented strategies to enhance cycle time, optimize line layout, and increase the capacity of product lines like MO contactors and SD (switch disconnectors), resulting in improved operational efficiency and output quality.

Education

PG Diploma in Data Science - Artificial Intelligence

IIT Madras
Chennai, India
04.2023 - 05.2024

B.Tech - Mechanical Engineering, India

National Institute of Technology
Kozhikode, India
04.2001 -

Skills

Key Competencies: Multivariate Analysis, Regression, ETL, Decision Trees, A/B Testing, Time Series Forecasting, ERP - SAP

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Data Science Projects

News Article Summary Automation using LLM and API Integration

Developed an automated news article summarization system using Python and API integration, showcasing expertise in text summarization, automation, and API utilization in the data science domain.


Image Classification with VGG16 Using Pre-trained Weights
Conceptualized and executed a computer vision project, applying the VGG16 model for image classification and leveraging pre-trained weights for improved inference accuracy and efficiency.


Deep Learning Classification Use Case

Text Classification: Implemented deep learning models for text classification, driving advancements in sentiment analysis, language processing, and content categorization.

Fraud Detection: Utilized deep learning for fraud detection and anomaly identification in financial transactions, enabling real-time monitoring and prompt detection of fraudulent activities.

Timeline

PG Diploma in Data Science - Artificial Intelligence

IIT Madras
04.2023 - 05.2024

Data Analyst

Schneider Electric
09.2020 - Current

New Product Development Engineer

L&T Electrical & Automation
07.2019 - 08.2020

B.Tech - Mechanical Engineering, India

National Institute of Technology
04.2001 -
Piyush TayalBusiness Analyst