Peter Pranata

Peter Pranata

New York, New York, United States
3K followers 500+ connections

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About

Currently working as a Manager in Global Supply Planning at Harry's, I am an Industrial…

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Experience

  • Harry's, Inc. Graphic

    Harry's, Inc.

    New York, New York, United States

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    New York, New York, United States

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    New York, New York, United States

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    Chicago, Illinois, United States

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    Buffalo, New York

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    Chicago, Illinois, United States

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    Buffalo/Niagara, New York Area

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    Buffalo/Niagara, New York Area

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    Franklin, Tennessee

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    Buffalo/Niagara, New York Area

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    Buffalo/Niagara, New York Area

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    Buffalo/Niagara, New York Area

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    Jakarta, Indonesia

Education

  • University at Buffalo Graphic

    University at Buffalo

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    Activities and Societies: Material Handling Institute (MHI), Institute of Industrial Engineers

    Concentration in Supply Chain

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    Activities and Societies: Undergraduate Student Association (SA) , PERMIAS Buffalo, Engineering Intramural, UB TCIE, Malaysian Student Association, International Council, Singapore Student Association, Institute of Industrial and Systems Engineering, Buffalo Undergraduate Consulting Club

    Concentration in Lean, Six Sigma (CSSBB), and Quality.

Licenses & Certifications

Volunteer Experience

  • University at Buffalo (UB) Graphic

    International Student Orientation Volunteer

    University at Buffalo (UB)

    - 1 year 6 months

    Social Services

    Assisting ISSS with all kinds of job such as sorting out documents, giving tours, organizing sessions, and providing a more welcoming atmosphere towards all incoming international students at UB.

  • Nashville Zoo Graphic

    Horticulturist

    Nashville Zoo

    - 1 month

    Social Services

    Worked with Nashville Zoo employees to improve the Zoo' horticulture.

Courses

  • Data Analytics & Predictive Modeling

    IE 500

  • Design of Experiments

    IE 507

  • Facilities Design

    IE 504

  • Lean Enterprise

    IE 460

  • Production Planning & Control

    IE 505

  • Programming & Database Fundamentals for Data Scientist

    EAS 503

  • Programming for Analytics

    IE 555

  • Quality Assurance

    IE 408

  • Simulation Modeling

    IE 477

  • Simulation and Stochastic Models

    IE 551

  • Six Sigma Quality

    IE 409

  • Supply Chain Analytics

    MGO 636

  • Supply Chain Engineering

    IE 500

  • Transportation Analytics

    IE 515

Projects

  • Analysis of Airbnb Pricing Sensitivity in New York City towards User Ratings using Machine Learning

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    Conducted a machine learning research to analyze the pricing sensitivity of Airbnb listings towards the user ratings of their host and boroughs. Utilized lasso and ensemble regressor models to create a machine learning model for future prediction of listing price.

    Packages used: numpy, sqlite3, matplotlib, seaborn, sklearn, pandas, pprint, pydot

    Written in - Python, SQL

    See project

  • Predicting the Impact of Weather on Ride-Sharing in Chicago

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    Extracted historical ride-sharing data from the City of Chicago to predict the impact of various weather measurements such as temperature, humidity, wind speed, and visibility, towards the demand of ride-sharing requests. Utilized random forest and bagging to predict future demand given predicted weather conditions.

    Packages used: darksky, tidyverse, curl, caret, ISLR, MASS, glmnet, leaps, dplyr, magrittr, earth, car, Metrics, tree, ada, randomForest, gbm, sqldf, lubridate, mgcv…

    Extracted historical ride-sharing data from the City of Chicago to predict the impact of various weather measurements such as temperature, humidity, wind speed, and visibility, towards the demand of ride-sharing requests. Utilized random forest and bagging to predict future demand given predicted weather conditions.

    Packages used: darksky, tidyverse, curl, caret, ISLR, MASS, glmnet, leaps, dplyr, magrittr, earth, car, Metrics, tree, ada, randomForest, gbm, sqldf, lubridate, mgcv, elasticnet, ModelMetrics

    Written in - R

  • Optimization of Attraction Route at Hershey Parks using Nearest Neighbor Heuristics

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    Created an optimized path for guest to follow within Hershey park, given a set of rides he/she wants to take and based on their current location within the park. The algorithm is written in Python and will create a list of attraction that the user should follow in order to minimize the total waiting time in all the rides.

    Packages used: numpy, pandas, amusement, plotly, opencage.geocoder

    Written in - Python

    See project

  • Analysis of Traffic and Metro Expansion in NYC through Regression Models

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    Analyzed traffic and metro data in New York City to identify correlation and possible expansion locations through the use of regression modeling in R.

    Written in - R

  • Vital Vitamins Facility Expansion

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    Team Leader
    - Collaborated as a team to analyze, create, and evaluate the facility design for Vital Vitamin's expansion plan while meeting their 5-year sales forecast inventory levels and operational specifications
    - Responsible for order profiling, sku movements, space utilization, and equipment specification calculations
    - Awarded 1st out of 11 graduate level teams in the department for best design and presentation

Honors & Awards

  • Hoist Manufacturers Institute/Monorail Manufacturers Association Honor Scholarship

    The Material Handling Education Foundation, Inc. (MHEFI)

    The Material Handling Education Foundation, Inc. (www.mhefi.net) is an independent charitable organization that was established in 1976 with a mission to attract students to the material handling, logistics and supply chain industry by providing financial support. Since 1976, more than $2.5 million in scholarships and grants have been awarded to students. Forty two scholarships were awarded for the 2018/2019 academic term for a total of $131,000.

    http://www.mhi.org/mhefi/scholarship

  • Warehouse Facilities Design Course Competition - 1st Place

    University at Buffalo

    • Led a team of 5 in designing a warehouse expansion project for a vitamin company.
    • Created functional flow networks and order profiles using historical sales volume.
    • Awarded 1st place out of 13 graduate-level teams and represented UB at the national competition.

  • Dean Paul E. Mohn Memorial Award

    UB School of Engineering and Applied Science

  • Consulting Case Competition 1st Place

    Buffalo Undergraduate Consulting Club (BUCC)

    • Analyzed new markets/strategy for Google (Alphabet Inc.) in order to ultimately grow their overall company value and expand
    • Created flowcharts, decision matrix, and graphs to highlight revenue growth, implementation process, and alternatives breakdowns
    • Implemented a strategy to maximize their revenue growth by up to 30% through providing internet to the rest of the world

Languages

  • Indonesian

    Native or bilingual proficiency

  • English

    Native or bilingual proficiency

Organizations

  • Material Handling Institute

    Scholar

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    Scholarship recipient of the 2019 HMI-CMA Award.

  • Indonesian Student Association (PERMIAS) at Buffalo

    Secretary, President, Club Advisor

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  • Institute of Industrial and Systems Engineers

    Member

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  • Undergraduate Student Association at UB

    Bookkeeper, Senator, International Council Coordinator

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  • Garuda Bisa

    Mentee

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    Garuda Bisa is an organization that facilitates a six-weeks mentorship program, which connects Indonesian university students who are studying in the US with Indonesian professionals in the US.

  • Buffalo Undergraduate Consulting Club (BUCC)

    Participant

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    1st Place in 2016 Annual Case Competition

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