Sneha Shinde

Sneha Shinde

Greater Indianapolis
2K followers 500+ connections

About

7+ years work experience (~4 years at Amazon, 2 years at Atlas Copco Ltd and 1 year at…

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Experience

  • Accelera by Cummins Graphic

    Accelera by Cummins

    Greater Indianapolis

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  • -

    Indianapolis, Indiana, United States

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    College Station, Texas Area

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    Stoughton, Wisconsin

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    Hinjewadi, Pune

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    Chakan, Pune

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    Pune, India

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    Pimpri

Education

  • Texas A&M University Graphic

    Texas A&M University

    ISEN 615 Production and Inventory Control
    ISEN 645 Lean Thinking and Lean Manufacturing
    ISEN 614 Advanced Quality Control
    ISEN 625 Simulation Methods and Applications
    MEEN 601 Advanced Product Design
    ISEN 613 Engineering Data Analysis
    ISEN 620 Survey Optimization
    ISEN 667 Engineering Economy
    ISEN 630 Human Operations in Complex Systems
    ISEN 608 Industrial Case Analysis (Project Management)

Licenses & Certifications

  • Minitab Quality Trainer Graphic

    Minitab Quality Trainer

    Cummins Inc.

    Issued
  • 6 Sigma and Continuous Improvement Graphic

    6 Sigma and Continuous Improvement

    Cummins Inc.

    Issued
  • Project Management  Graphic

    Project Management

    Cummins Inc.

    Issued
  • Geometric Dimensioning and Tolerance

    MechaTol Engineering Solutions

    Issued
  • GOETHE-ZERTIFIKAT A2 (A2 level in German language) Graphic

    GOETHE-ZERTIFIKAT A2 (A2 level in German language)

    Goethe-Institut e.V.

    Issued
    Credential ID 525-A2-05141-15
  • CATIA V5

    Tangent CAD/CAM Training Center

    Issued
  • Pro-E Wildfire

    Tangent CAD/CAM Training Center

    Issued
  • Auto CAD

    Tangent CAD/CAM Training Center

    Issued

Volunteer Experience

  • KESHAV SITA MEMORIAL FOUNDATION AND RUDRA ENVIRONMENTAL SOLUTIONS Graphic

    Volunteer

    KESHAV SITA MEMORIAL FOUNDATION AND RUDRA ENVIRONMENTAL SOLUTIONS

    As a working professional in Atlas Copco, I was engaged in an environmentally beneficial cause wherein we collected plastic bags from our fellow employees and sent them to ‘Keshav Sita Memorial Foundation Trust’ that recycles them into fuel. Moreover, we distribute paper bags to all those who gave 10 or more plastic bags as gratitude.

  • Art of Living Graphic

    Volunteer

    Art of Living

    Social Services

  • Atlas Copco Graphic

    Crowd manager

    Atlas Copco

    Managing 1500 students for Atlas Copco's recruitment drive

Courses

  • Advanced Mathematics 207002

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  • Advanced Quality Control

    ISEN 614

  • Advanced Quality Control

    ISEN 614

  • Energy audit and management 402044A

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  • Engineering Data Analysis

    ISEN 613

  • Engineering Data Analysis

    ISEN 613

  • Engineering Economy

    ISEN 667

  • Human Operator in Complex Systems

    ISEN 630

  • Industrial Engineering 402049C

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  • Lean Thinking and Lean Manufacturing

    ISEN 645

  • Manufacturing processes 302051

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  • Mechanical system design 402047

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  • Metrology and Quality control 302044

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  • Operation research 402045C

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  • Power plant engineering 402047

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  • Production & Inventory Control

    ISEN 615

  • Production and Inventory Control

    ISEN 615

  • Statistical Quality Control (SQC) via Tata Motors.

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  • Survey of Optimization

    ISEN 620

Projects

  • Deamand forecasting for heavy truck market, Arconic Fastening Systems, Waco, Texas

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    • As there was no direct correlation between the high-level market forecast and products, the major concern of the manufacturer was the irregular and unpredictable demand of all the products.
    • Removed redundant data and outliers to approximate the trend pattern. Open order and historical data were clubbed to observe different trends which helped us to create and compare different forecasting models (linear regression method, time series method for seasonal variations and holt’s…

    • As there was no direct correlation between the high-level market forecast and products, the major concern of the manufacturer was the irregular and unpredictable demand of all the products.
    • Removed redundant data and outliers to approximate the trend pattern. Open order and historical data were clubbed to observe different trends which helped us to create and compare different forecasting models (linear regression method, time series method for seasonal variations and holt’s method)
    • Developed a tool based on comparisons and best forecasting model, which gave promising forecasts for short term as well as long term.

  • Optimization of inventory model and product delivery

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    • This project was done at VTI of Texas
    • The current inventory model of the organization was less effective and hence theoretical model was required to check the optimality inclusion of space constraints
    • The proposed inventory model was with weekly review system in order to give accurate estimate. This model helped to estimate the total inventory cost, including storage and ordering cost.
    • Prepared an excel tool to determine safety stock, reorder point and reorder quantity for…

    • This project was done at VTI of Texas
    • The current inventory model of the organization was less effective and hence theoretical model was required to check the optimality inclusion of space constraints
    • The proposed inventory model was with weekly review system in order to give accurate estimate. This model helped to estimate the total inventory cost, including storage and ordering cost.
    • Prepared an excel tool to determine safety stock, reorder point and reorder quantity for each material.
    • Optimized product transportation with maximum truck usage for each order based on truck load capacities and product volumes.

  • Phase-I Analysis for Manufacturing Process- Statistical Process Control (SPC)

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    • To estimate the in-control distribution parameters, phase-I analysis was used. Firstly, data was analyzed to check for normality. This data was then standardized in order to make it feasible to conduct PCA analysis.
    • Scree plot was used to determine number of Principle Components to be considered to explain the amount of variability.
    • Furthermore, Individual X charts were plotted for all the shortlisted predictors and all the data points that popped up as outliers were all removed…

    • To estimate the in-control distribution parameters, phase-I analysis was used. Firstly, data was analyzed to check for normality. This data was then standardized in order to make it feasible to conduct PCA analysis.
    • Scree plot was used to determine number of Principle Components to be considered to explain the amount of variability.
    • Furthermore, Individual X charts were plotted for all the shortlisted predictors and all the data points that popped up as outliers were all removed. After removing this out-of-control data in the initial dataset, T squared chart was plotted to make sure that the data was indeed in-control.

  • Predictive modeling for Human Activity Recognition with Smartphone Sensors

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    • Developed a predictive model to classify the activity based on readings obtained from HAR dataset with more than 500 features.
    • 13 different models were compared for classification. Models like Random Forest, Bagging, Multinomial Logistic Regression, LDA, QDA and KNN were used.
    • Maximum accuracy was obtained for Support Vector Machines classification using radial kernel (95%) followed by Random Forest on the normal data with 24 predictors.
    • The actual classification in the data…

    • Developed a predictive model to classify the activity based on readings obtained from HAR dataset with more than 500 features.
    • 13 different models were compared for classification. Models like Random Forest, Bagging, Multinomial Logistic Regression, LDA, QDA and KNN were used.
    • Maximum accuracy was obtained for Support Vector Machines classification using radial kernel (95%) followed by Random Forest on the normal data with 24 predictors.
    • The actual classification in the data set was obtained with nonlinear nature

  • Shandong Medi Project- WUXI China

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    • Developed oxygen generator which is the combination of Atlas Copco’s G11 compressor along with some additional new accumulators and filters and special customer’s components for oxygen generator.
    • Introduction to generators. Working principle of PSA (Pressure Swing Adsorption) oxygen generators.
    • Conducted Design of Experiments for different Layout proposals to decrease time to market, decrease development and production costs, and improve quality and reliability.
    • Pre-analyzation…

    • Developed oxygen generator which is the combination of Atlas Copco’s G11 compressor along with some additional new accumulators and filters and special customer’s components for oxygen generator.
    • Introduction to generators. Working principle of PSA (Pressure Swing Adsorption) oxygen generators.
    • Conducted Design of Experiments for different Layout proposals to decrease time to market, decrease development and production costs, and improve quality and reliability.
    • Pre-analyzation of complexities for finalizing positions of different parts of compressor.
    • Analysing possible design and manufacturing errors while proposing layout.
    • Optimisation based on cost consideration; standardising wherever possible
    • Considering the process records as well as assembly built-up record to improve the quality as well as aesthetics of the whole unit.
    • Design reviews for assembly as well as individual parts to minimize the built-up issues (Functional and production prototype built-up) and PIBA comments.
    • Optimal space utilisation for the whole unit (Customer needs: Height≤1900mm, Width≤860mm, Length≤1600mm). Achieved dimensions: 1860x830x1400
    • Manual BOM generation containing module wise part lists, maintaining new parts in Business planning and control system (BPCS), maintaining status sheet.

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  • Localization of Chicago Pneumatic compressor (CP Size II- CPE150 and CPF180-220) from Leutech China

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    • Engaged in Quality function deployment process for understanding customer requirements and translating them into specific plans to produce products to meet those needs
    • Finding out market potential and sales opportunities for the existing products
    • Setting benchmark for certain functional values (FAD, SER) with the customer demand values and then finalisation of a product by comparing cost with the competitors
    • Partial Knockdown and simultaneously localisation of product. Making…

    • Engaged in Quality function deployment process for understanding customer requirements and translating them into specific plans to produce products to meet those needs
    • Finding out market potential and sales opportunities for the existing products
    • Setting benchmark for certain functional values (FAD, SER) with the customer demand values and then finalisation of a product by comparing cost with the competitors
    • Partial Knockdown and simultaneously localisation of product. Making designs, new models, developing suppliers, crosschecking the reports of Atlas Copco Machine list or principle data sheet (AML) and Test Rejection Limit (TRL) with original machine.
    • Commodity analysis and commodity wise BOM creation.
    • Feasibility of cost- Assigning the commodity for costing. Considering the landed cost of product. Comparing the landed (import cost) with the local estimation and creating a quote.
    • VK analysing- estimating cumulative gross profit, finalising budget, purchase requisition, Plan for every part (PFEP). Total cost reduced by 20% due to localisation.
    • Prototype built-up, Prototype testing, cross verifying Atlas Copco Technical Report (ATR) with original product ATR, Root cause Analysis (RCA)
    • Standardising with comparable size portable machines to reduce scrap.
    • Prepared work instructions, Assembly instruction book (AIB), Atlas Copco spare part list (ASL), dimension drawing, flow diagram and set-up time standards for NPD assembly process,
    • Modularity- Converging different variants in single module system to ensure customisation of standard products to unique user needs. Reuse of parts. Creating I-assembly for different variants in module.

  • Apw Aesthetic Improvement Project (Supplier Quality Assurance (SQA))

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    • Project entailed acquiring knowledge on manufacturing processes of sheet metal and fabricated parts and Atlas Copco specification
    • Identifying process issues leading to parts not meeting Atlas Copco specification.
    • For the identified issues, finding and proposing practical, sustainable solutions to address the issues permanently.
    • Implementing proposed solutions and recording best practices to ensure sustenance.
    • Achieved 20% reduction in cycle times by implementing different…

    • Project entailed acquiring knowledge on manufacturing processes of sheet metal and fabricated parts and Atlas Copco specification
    • Identifying process issues leading to parts not meeting Atlas Copco specification.
    • For the identified issues, finding and proposing practical, sustainable solutions to address the issues permanently.
    • Implementing proposed solutions and recording best practices to ensure sustenance.
    • Achieved 20% reduction in cycle times by implementing different standard work instructions and training to operators. Maintenance and validation of measuring instruments.
    • Employed Statistical quality control (SQC)for early detection and prevention of problems. Implemented quality Audit at dispatch unit of suppliers as well as incoming unit of AC leading to total reduction of rejection of outing parts from supplier by 60% per shift.
    • Reduced part handling errors during manufacturing processes and transportation by designing material handling pallets, stands, fixtures. Fabrication without measurement.
    • Carried out monthly PFMEA for manufacturing and assembly processes to prioritize focused improvement efforts.
    • Design Verification Plan and Report (DVP&R) of Tests performed on parts in power coating (Conical bend test, impact test, scratch test, Dry film thickness (DFT) test)
    • Powder coating quality check through DFT meter (Gauge R&R study)
    • Parts per million (PPM) calculation for Atlas Copco’s total list of suppliers
    • Administered detailed sequence of 7 Tank process of powder coating.
    • Verification of physical parameters of Material Test Certificate (MTC)

  • Designing a horizontal pressure vessel

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    The project included designing a horizontal pressure vessel to store 10 m3 of carbon dioxide which is to be maintained at a pressure of 10 bar and 25° C temperature. It also included analysis of the skirt on which the pressure vessel was mounted.

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  • Effect of Exhaust Gas Recirculation on performance and emission of Compression Ignition Engine.

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    • Project included applying higher rate of EGR at lower loads to diesel engine without sacrificing efficiency and fuel economy.
    • Investigating the effect of EGR on engine performance and emissions at different loads.
    • Results obtained: 15% EGR rate found to be effective to reduce NOx emission substantially without deteriorating engine performance in terms of thermal efficiency, BSFC and other emissions. (CO, HC and PM emissions reduction by using diesel oxidation catalysts (DOCs) and…

    • Project included applying higher rate of EGR at lower loads to diesel engine without sacrificing efficiency and fuel economy.
    • Investigating the effect of EGR on engine performance and emissions at different loads.
    • Results obtained: 15% EGR rate found to be effective to reduce NOx emission substantially without deteriorating engine performance in terms of thermal efficiency, BSFC and other emissions. (CO, HC and PM emissions reduction by using diesel oxidation catalysts (DOCs) and soot traps)

Honors & Awards

  • Sakal India Foundation Scholarship 2018

    Sakal India Foundation

    The foundation bestowed upon me a scholarship of Rs. 70,000

  • Kruttika Scholarship

    Atlas Copco(Ind) Ltd.

    The company bestowed upon me a scholarship of Rs. 50,000 for securing highest grades in my batch, across all 9 colleges of Sinhgad Technical Education Society, for the 2014-15 academic year (3rd year).

  • Atlas Copco Scholarship

    Atlas Copco India Ltd

    Atlas Copco India Ltd bestowed upon me scholarship of Rs. 10000 for meritorious performance.

  • Certificate of excellence

    TATA MOTORS

    Certificate of excellence from TATA MOTORS for showcasing excellent application based knowledge and skills during Internship.

  • National Design Competition

    CADD CENTRE

    Cleared first level of National Design Competition, Pune

  • PMC Scholarship for academic excellence

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    PMC bestowed upon me scholarship of Rs. 45000 for academic excellence.

Languages

  • German (Deutsch)

    Elementary proficiency

  • English

    Full professional proficiency

  • Hindi

    Native or bilingual proficiency

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