Avinash Agrawal

Product Manager

Bengaluru, Karnataka, India10 yrs 5 mos experience

Highly Stable

Key Highlights

10+ years of experience in Data Science.
Expert in developing advanced machine learning models.
Proven track record in manufacturing and supply chain analytics.

Stackforce AI infers this person is a Data Science expert specializing in Manufacturing and Supply Chain analytics.

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Skills

Core Skills

Machine LearningData AnalyticsInventory Management

Other Skills

Demand ForecastingProject ManagementCommodity Price ForecastingManufacturing AnalyticsPricing AnalysisMicrosoft OfficeMatlabC++Microsoft ExcelMicrosoft PowerPointProgramming

About

Data Science Professional with an overall experience of 10+ years. Experienced in end-to end development and deployment of Advanced Machine Learning Models and providing insights driven analytical solutions with domain knowledge in Manufacturing, Pricing & Supply Chain. Machine learning(Linear Regression, Multiple Linear Regression, Regularization(Lasso and Ridge), Polynomial Regression, Gradient Descent, GBM, XGBoost, Logistic Regression, Naïve Bayes, SVM, KNN, Dimensionality Reduction(PCA, t-SNE), Clustering Algorithm).

Experience

Robosoft technologies

Analytics Manager

May 2023 – Present · 2 yrs 10 mos

Accenture

Associate Principal Data Scientist

May 2022 – Jul 2023 · 1 yr 2 mos · Bengaluru, Karnataka, India

Designed and deployed inventory recommendation engine, led to better manufacturing scheduling of raw materials
Developed an automated engine to forecast distributor level demand to be used by supply planning using compositional data
Developed a statistical framework for inventory allocation based on historical demand, backlogs and demand forecasts, used further to plan for shortages and procurement decisions

Data AnalyticsInventory ManagementDemand ForecastingProject ManagementMachine Learning

Bridgei2i analytics solutions

4 roles

Project Manager

Promoted

Jul 2020 – Apr 2022 · 1 yr 9 mos

Designed and developed an automated forecast engine to forecast DRAM demand and prices for 6 Qtrs out, with an accuracy higher than DRAM exchange’s for a multinational electronics company
Created a framework to forecast recovery scenarios by simulating BCI data of historical crisis
Led 10+ member team in end-to-end orchestration of Data Engineering modules and PowerBI dashboards

Data AnalyticsInventory ManagementCommodity Price ForecastingDemand ForecastingMachine Learning