Summary
Overview
Work History
Education
Skills
Awards
VOLUNTEER
Certification
Software
Work Availability
Interests
Timeline
Ayush Singh

Ayush Singh

Summary

Experienced Data Science professional specializing in analytics and consulting. Adept in Python, RShiny, SQL and Tableau offering expertise in Predictive Analytics and modelling, Supply Chain Analytics and Machine Learning.

Overview

5
5
years of professional experience

Work History

Senior Customer Adoption Manager - Data Science

Coupa Software
03.2022 - 09.2023
  • Successfully managed a client portfolio with a total worth of $500k-$700k - by promoting and implementing the internal Supply Chain Design Product Suite.
  • Engineered a solution that enabled real-time visibility and risk prediction across the consumer supply chain by developing data ingestion pipelines and real-time data anomalies alerts.
  • Developed a Shiny (R) interactive web application for an analytical solution (predictive and, thereafter, optimization model) that delivered comprehensive and detailed reports, aiding in decision-making for a major salt maker bidding for deicing contracts.
  • Led a team of analysts and implemented time series models to forecast the monthly demand of 3000+ spare parts, with a wMAPE of 9.6% and thereafter did inventory optimization for an Automotive giant saving $1.3M.

Customer Adoption Manager - AI COE

Coupa Software
10.2021 - 03.2022
  • Engineered a standardized data ingestion process involving automation of data loading and its further cleansing and validation steps from SFTP servers to postgres database.
  • Enhanced a retail client's marketing campaign through regression analysis and predictive modeling, optimizing customer engagement and boosting conversion rates by 20%.
  • Developed a template application using our internal tool (Coupa App Studio) enabling collaboration in planning and approval process, deployed over cloud later on used as an off-the-shelf offering for prospective customers

Data Scientist

Opex Analytics (A Llamasoft Company)
08.2018 - 10.2021
  • Improved the performance and reduced the runtime as well as the memory consumption for data ingestion and report generation scripts by 20-30 % using memory profiler.
  • Designed dashboards in Tableau that helped users to track Fill and Dispatch Rates, Sales, Costs related KPIs.
  • Supported an analytical solution that predicts the likelihood of a safety incident (accident) for a railroad company using machine learning algorithms (Decision tree, Random Forest).
  • Supported multiple projects (8 different accounts) and led a team of 3 people which was also responsible for UAT testing, IP maintenance and enhancement (Data Science support team).

Education

Master of Science - Operational Research

Kirorimal College, University of Delhi, New Delhi, India
06.2018

Bachelor of Science - Statistics

Patna Science College, Patna, India
04.2016

Skills

  • SQL
  • Python
  • R Programming
  • AWS
  • GCP(Big Query)
  • Shiny
  • Tableau
  • Machine Learning
  • Statistical Skills
  • K-Means Clustering
  • Linear and Logistic Regression

Awards

Spot Award ( Feb 2020, March 2022) "Awarded twice for extraordinary work and collaboration with the team that lead to customer success"

VOLUNTEER

Data Science Mentor at Almabetter(Sep 2021 - Present) - Taking Mentorship sessions on different topics related to Data Science & Statistics and had the opportunity to mentor 100+ data science enthusiasts, driven by my sincere passion for giving back to society.

Certification

  • Introduction to Predictive Analytics in Python, Data Camp - https://www.datacamp.com/statement-of-accomplishment/course/c2fae66b6e1b5d29942f3d366ac5c418b25060cb
  • Cloud Computing for Everyone, Data Camp - https://www.datacamp.com/statement-of-accomplishment/course/6ac6c222f86c7ed2bdd15cd9cecdb002cd8de6a0
  • Convolutional Neural Networks in TensorFlow, DeepLearning.AI - https://www.coursera.org/verify/H4SFHN3ESP29
  • Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning, DeepLearning.AI - https://coursera.org/verify/3ZN9ETJM75NU

Software

Python

SQL

R

Tableau

Supply Chain Guru

Data Guru (ETL Tool)

Work Availability

monday
tuesday
wednesday
thursday
friday
saturday
sunday
morning
afternoon
evening
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Interests

Reading

Music

Timeline

Senior Customer Adoption Manager - Data Science - Coupa Software
03.2022 - 09.2023
Customer Adoption Manager - AI COE - Coupa Software
10.2021 - 03.2022
Data Scientist - Opex Analytics (A Llamasoft Company)
08.2018 - 10.2021
Kirorimal College, University of Delhi - Master of Science, Operational Research
Patna Science College - Bachelor of Science, Statistics
Ayush Singh