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Sales Forecasting Model For Restaurants

$8-15 USD / hour

Closed
Posted over 6 years ago

$8-15 USD / hour

Hello - I am looking for a forecast model to help my team plans sales. We have multiple restaurants (over 50) and are looking for a model that using historical trends, seasonality and the appropriate algorithm (exponential smoothing, regression, etc) to give the most accurare forecast. The model should be able to do the following: - suggest daily, weekly, period and annual forecasts by restaurant, area (6-10 restaurants), region (30-50 restaurants) and company - take seasonality, cannibalization, holidays, daylight savings, etc into account - forecast sales by occasion (second phase) - delivery, take-out or dine-in - remove anomalies/irregularities from data - forecast new unit growth Ideally we would create in excel and may have a SQL backend. We have sales history for every unit
Project ID: 15660681

About the project

19 proposals
Remote project
Active 6 yrs ago

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19 freelancers are bidding on average $14 USD/hour for this job
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Greeting, I have understood your Sales Forecasting Model For Restaurants task and can do it with your 100% satisfaction. Please ping me for more discussion. I have more than 5 years of experience in Excel, Financial Planning, R Programming Language, SQL, Statistics
$10 USD in 40 days
4.9 (231 reviews)
7.4
7.4
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Hello there, I am an expert financial model designer and developer and have done models for businesses in different domains. I reviewed the requirements brief you shared and since you have historical data for each of the units, it would allow us to analyze it in detail, apply algorithms and build a robust prediction model like you need. Would it be possible for you to share some sample data from any of the restaurants so that I may review the data points you capture and suggest how this model should be built and what could be the assumptions to be used? I am an expert in Excel and in building financial models and can assure you of excellent quality work. Look forward to hear from you. Best Regards, Rishi
$38 USD in 20 days
4.8 (118 reviews)
6.4
6.4
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Hi I am a very experienced statistician and business analyst. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several companies and have done projects involving high level quantitative analysis and data interpretation skills to study the trends, time behaviour and compare the variables in the data. I can do advanced level analysis in SPSS, R, WEKA, TABLEAU and excel tools like machine learning, hypothesis testing, forecasting, T-test, ANOVA etc. Looking forward to discussion, Best Regards, Suyash
$25 USD in 40 days
4.8 (85 reviews)
6.5
6.5
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I have a good hand on working with Advanced Excel, R and Python. I have quite a good knowledge of deep learning Algorithm , have also developed dashboards and Shiny Web Application in R. I understand the project requirement and will deliver the desired product within the time specified.
$15 USD in 40 days
4.9 (49 reviews)
6.2
6.2
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I have experience using R for exploratory and predictive statistical analysis and can build a model of your sales taking into account various facets of the environment, thus, allowing you to identify historical trends and forecast various measures and retrieve the corresponding confidence intervals.
$12 USD in 40 days
4.7 (10 reviews)
5.0
5.0
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Hi, I can help you in this project. Please discuss in detail over chat now. Please check my profile for review and trust. Thank you!
$8 USD in 5 days
5.0 (15 reviews)
4.1
4.1
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Hi, I've been developing regression and time series models using SAS, SPSS, STATA, EVIEWS, EXCEL, SPSS for several years and would like to work on your project. I'm looking forward to hearing from you.
$15 USD in 20 days
5.0 (4 reviews)
3.5
3.5
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Hello. I am Edgar Díaz. I am Urban Planner With a MBA and Specialist in Project Management (PMI) I can handle many Financial, administrative, Econometric and Mathematical softwares (MSProject, Primavera, Simul8, Excel, etc) ; and Management Methodologies (Agile, Fiance2, PMI). I have experience in TOC,PERT-CPM, Chain Supply and Customer relationship Management. I think I have enough skill to do this task From the business point of view, thanks to the MBA, I have been able to develop myself in the economic and financial analysis of the projects in particular and of the companies in general, allowing me to carry out business analysis, as well as business plans, production projection And sales; In addition to the respective market studies. I have experience in business plan, PESTEL, SWAT and financial analysis.
$8 USD in 40 days
5.0 (5 reviews)
3.6
3.6
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I am Chartered Accountant by profession having experience of more than 6 years in a reputed MNC, worked as financial analyst .Proficient in accounting, bookkeeping. Very hardworking and good communication skills Services Offered: • Bookkeeping,and Accounting • Financial modelling with projections • Business Plans • Quickbook, Xero, MYOB • ‎Advanced Excel skills,Virtual Assistant Available 24/7 Looking forward to work with you. Regards Pooja Shah
$15 USD in 40 days
4.6 (10 reviews)
3.5
3.5
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Dear Customer . i understand your requirement and will Provide sample work within 1 hours. trust me and Hire me . I have complited many data analytical work high quality and accuracy last five year. using microsoft word,microsoft excel perfectly. i can start now your project according to the your guide line with Confirmation.
$8 USD in 40 days
4.8 (8 reviews)
2.3
2.3
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simply you should go to Salesforce or Salesforce Einstein. that better to you. coming to the Salesforce I can do your work.
$11 USD in 15 days
0.0 (0 reviews)
0.0
0.0
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Hello. explain me your project
$10 USD in 5 days
0.0 (0 reviews)
0.0
0.0
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Dear Client, I am a management graduate has 10 years of experience in Sales and business statistics analysis. I am good in summarising and compiling research and survey reports. Relevant Skills and Experience 1. MS Excel and VBA 2. Business data analysis 3. Business presentations 4. Business Letter writing 5. Performance analysis formats 6. Internet research and web scraping Thank you, Sumesh MS
$8 USD in 30 days
0.0 (0 reviews)
0.0
0.0
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I Will use data modelling concept for forecasting and scripting to give u excel reports. Would like to use either SSRS or excel
$12 USD in 40 days
0.0 (0 reviews)
0.0
0.0
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I had my own restaurant once so I assume I could be of great help to you. Moreover this seems to be more of an analytical job rather than just data entry and requires brainstorming and some experience.
$11 USD in 35 days
0.0 (0 reviews)
0.0
0.0

About the client

Flag of UNITED STATES
brandon, United States
5.0
11
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Member since Jan 31, 2017

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