Machine Learning Warehouse Operations

Varun Teja Cholleti

Email: *****************@*****.*** Mobile: +1-312-***-**** linkedin.com/VarunTejaCholleti

Objectives

Recent graduate with a strong foundation in SAP Extended Warehouse Management (EWM). Proficient in configuring basic EWM functionalities, managing master data, and understanding warehouse operations such as inbound, outbound, and inventory management. Motivated student eager to apply classroom knowledge to real-world experiences, with a strong willingness to learn and contribute. Effective communicator with a collaborative mindset, ready to bring fresh perspectives and a strong work ethic to any team. Passionate about using technology to solve real-world problems, especially in areas like stress detection, and eager to contribute to impactful projects in a dynamic team environment.

Expertise Skills

•Experienced in the configuration of EWM organizational structure.

•Experienced in defining storage types, sections, bins, etc., and managing them as per the requirements.

•Detail-oriented approach to optimizing

•warehouse workflows.

•Experienced in defining Warehouse Process Types for different processes.

•Configured S/4 HANA with EWM integration setup.

•Worked on availability groups and configuration of stock types.

•Performed complete inbound and outbound processes.

•Expertise in configuring Strategies for Putaway activities and stock removal activities using different control parameters.

•Building and deploying predictive models for stress detection.

•Conducting research and literature reviews for problem-solving.

•Providing actionable insights and recommendations based on predictive analytics.

•Effective communication and collaboration skills.

•Detail-oriented with a focus on optimizing workflows and improving efficiency.

•Quick learner with adaptability to new technologies and tools.

•Leadership and supervision capabilities, including teamwork coordination.

Experience

Project 3:

Client : Maxima Group

Position : SAP EWM Associate Consultant

Duration : March 2022-July 2023.

Project Type : Implementation and continuous improvement.

Description:

Maxima Group UAB is a Lithuanian group of retail chain companies operating in Lithuania, Latvia, Estonia, Poland, and Bulgaria. It is the largest Lithuanian capital company and the largest employer in the Baltic States.

Project Responsibilities:

•Configured organizational structure.

•Implemented Serial Number management.

•Maintained various number ranges for material types, vendor master, and all purchasing and inventory documents.

•Implemented Batch management

•Implemented YARD management

•Implemented warehouse stock management with custom availability groups

•Configured Resource management.

•Configured SAP EWM-Specific Parameters.

•Configured handling unit management as per the requirement.

Project 2: Detection and Analysis of Stress Using Machine Learning

Role: Developer and Tester

Duration: Academic Year 2020-2021

Modules:

•Data Collection: Collect physiological data like ECG, GSR, and EMG.

•Feature Extraction: Analyse HRV, RR intervals, and other stress-related parameters.

•Machine Learning Model: Implement supervised learning using algorithms like KNN and TPOT.

•Web Deployment: Build a Flask-based web application for stress detection and recommendations.

Roles & Responsibilities:

•Conducted research and performed a literature survey on existing stress detection techniques.

•Designed the system architecture, use case, activity, and sequence diagrams.

•Developed and tested machine learning models, primarily using K-Nearest Neighbors (KNN) and TPOT pipelines.

•Collected and processed data from physiological sensors (ECG, GSR, and EMG).

•Built the frontend and backend using Flask, HTML, CSS, and JavaScript for a web-based stress detection application.

•Implemented data preprocessing techniques, such as handling missing values and feature labeling.

•Tested the application for accuracy in stress prediction and user experience.

•Provided recommendations for stress relief within the application based on predictive results.

•Documented the project, including methodologies, results, and future scope.

Project 1: Blogger Website

Role: Developer

Duration: Academic Year 2021-2022

Modules:

•Front-End: Created a simple and user-friendly interface using Java, JSP, HTML, and JavaScript.

•Content Management: Enabled users to create, edit, and manage blog posts across categories like Technology, Education, News, Food, and Fashion.

•Back-End: Built dynamic functionality using Angular to ensure scalability and responsiveness.

•Database: Used MongoDB to securely store blog posts and user data.

Roles & Responsibilities:

•Designed and developed a user-friendly interface for the blogging platform using HTML, JSP, and JavaScript.

•Implemented the backend using Angular for dynamic content rendering and scalability.

•Developed features to manage blog posts across multiple categories.

•Integrated MongoDB to store and manage blog content and user data efficiently.

•Conducted testing to ensure the platform’s performance and reliability.

•Collaborated with team members to ensure seamless functionality and user experience.

•Documented the project’s features, requirements, and outcomes.

Education Skills

•Masters of science in Engineering

•Bachelors of Technology in computer science.

Certification

•SAP Certified Application Associate Consultant SAP EWM

Contact this candidate