Build a sales forecast distribution tool

€750-1500 EUR

Закрито

Опублікований

about 4 years ago

€750-1500 EUR

Оплачується при отриманні

We are currently looking for an expert data analyst, scientist, or experienced backend developer who can build a sales forecast distribution tool using only open source libraries or frameworks which will be integrated with our Java backend. Your task: Based on historical sales order data for some customers and some products as well as monthly sales quantity forecasts per customer and per product for a selected forecast period (e.g., 18 months), you need to produce software that generates a meaningful daily distribution of monthly sales forecasts for each month of the forecasting period. The proposed method/software needs to be able to distribute all monthly sales forecasts including those for new customers and new products. The resulting forecast consists of sales forecasts per customer and per product and takes into account historical/expected order size, order frequency, and delivery days for the forecasting period. In other words, the task is about developing an approach how to best distribute monthly sales quantities to certain days of a month with a high likelihood that the customer will order (again). Out of scope: It’s not your job to generate a new monthly forecast from scratch based on past sales order data! Please have a look at the attached PDF for detailed information! If you are interested in this task, please provide the following: 1) A specific description of your method/approach to solve the task (two to five paragraphs, no more than one page). 2) References to similar projects you successfully completed. 3) The technology stack you would like to use for this task. Please indicate what components of the stack you have previously used and to what extent. 4) A rough estimate on how long it would take you to get a prototype up and running as well as your total estimate to complete the task. 5) Your hourly rate and your availability. Next steps: We inform you once you have been selected for an introductory skype call to discuss additional details of the task. When selected, ideally, you would start right after the job has been assigned to you. We are happy to hear from you and to get your feedback!

Machine Learning (ML)

ID проекту: 24604052

Про проект

17 пропозицій(-ї)

Дистанційний проект

Активність 4 yrs ago

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17 фрілансерів(-и) готові виконати цю роботу у середньому за €1 218 EUR

@shivampanchal

I have worked across various domains such as Banking, Insurance, Healthcare, Telecom, Business Development. I am a Data Science and ML professional with 3 years of experience having deep understanding of algorithms and data analysis. SKILLS • Databases: MySQL, PostgreSQL, MongoDB. • Language: SQL, Python, Colab, Jupyter , Django, R, HTML • BI Tools: Tableau, Qlik, • Other Skills: OpenCV, TensorFlow, Theano, Keras, Scikit, Numpy, Pandas, YOLO, CUDA - Experienced in building end-to-end pipelines for Data manipulation, Modelling, Model selection and Prediction - Knowledge of a variety of Data Visualizations methods. - Statistical Analysis and knowledge of a variety of ML algorithms like: - Regression (Linear, Log Reg, GLM, Trees based ) - Dimension Reduction (PCA, LDA) - Classification (NB, SVM, Log Reg, Trees, Ensembles - RF, GBM , Adaboost, XGBOOST, CATBOOST) - Clustering- K Means/ hierarchical/DBSCAN/Affinity/Agglomerative/Spectral) - Expert in Tensorflow/Theano/Keras/Pytorch - Transfer Learning - Object Detection and Image Processing, Time Series Analysis - DBMS - MySQL, MongoDB - NLP & Text Analysis, Sentiment Analysis, POS, NER, Advanced text Classification using DL methods, Chatbots - Additional Tools - RapidMiner, WEKA, KNIME, TRIFECTA, Qlik, Tableau, GIT, AWS, GCP - Language - Python, R I understand the project requirement and will deliver the desired product within the time specified. I am a preferred freelancer on Freelancer.com , Lets talk on chat. Thanks

€1 125 EUR за 7 дні(-в)

4,8

(43 відгуки(-ів))

6,3

@umg536

Hi there, I'm biddin on your project "Build a sales forecast distribution tool " I am a data scientist and Being an expert machine learning and artificial intelligence I can do this project for you. please leave a message on my chat so we can discuss the budget and deadline of the project. Also, have a look at my profile for my reviews and portfolios. Thanks Note: This is not an automated bid and i'm ready to discuss your project right now. .. .

€1 500 EUR за 6 дні(-в)

5,0

(5 відгуки(-ів))

4,8

@hsh564cf84accd96

we will do your work I am writing this proposal in order to work for you in Software and Web Development. We are highly trained professional developers seeking to freelance and earn online. Having a flair in programming and development I have been excellent with JAVA,C#,C/C++ and PHP programming language along with MySQL with XAMPP Server. I also build application for Cloud computing and High performance computing as I also have knowledge regarding Hadoop, MPI, OpenMP (distributed frameworks) and also have build applications in CUDA C++ and OpenCL. I also have experience with the most famous framework ASP.NET. My most expertise are in JAVA where I have built countless projects for semester projects and Final year project. You may find many developers in this field however we assure that you will not be able to find a team like us. We not only ensure the code is quality wise but we also assure that the code we write are optimised and we ensure that the program performs right operation under right environment i.e. we create programs that are defect free. You may also find freelancers that cost low but they do not put their 100% which then shows in the software and leads to an unhappy customer. We ensure reasonable price are put as tag on the job and we ensure in order to give the write product. We highly appreciate your time, if you are interested kindly let me know

€950 EUR за 7 дні(-в)

5,0

(5 відгуки(-ів))

4,0

@crduran

Hi, Client! Here is Carlos, an honest Freelancer looking for a good Client. I am an Data scientist with experience in Deep Learning, machine learning and Natural language processing. My expertise revolves around: • Statistics, Descriptive Modeling, Image Classification/Recognition, Object/Anomaly detection, • Machine Learning Algorithms : Regression - Classification - Naive Bayes/SVM/Random Forest/ Decision Trees/ Boosted Models Clustering- K Means/ hierarchical/LDA , • Deep Learning: ANN ,CNN ,RNN ,LSTM using Keras and Tensorflow, Pytorch. • Statistics ML : Probabilities • Regression • Principal •Component Analysis Deep Learning Boosting Clustering • Data Visualization • Data mining • Data scraping • Python , R , Web Dev Good relationship with client is more important than money for me. So I will work with low price for our long-term relationship. I sincerely hope this project would be first step in long term relationship with you. Looking forward to hear from you soon. Best Regard @@@ I've checked your pdf files. Pls message me so that we discuss more details. Thanks @@@

€1 200 EUR за 15 дні(-в)

5,0

(4 відгуки(-ів))

3,5

@zemanielmustapha

Hello I am a statistician engineer, I work perfectly with statistical tools. Concerning your offer I bring to your to your knowledge that I have already worked on forecasting data(u can see feedbacks) I can use (R,EVIEWS, Stata) I await your return

€1 111 EUR за 1 день

4,9

(6 відгуки(-ів))

3,8

@priyas171

Hi, Greetings!! We have huge experience of working in Java, Machine Learning and Big Data. Please chat with us so that we can discuss further Looking forward to your response Thanks & Regards, Deepika

€2 500 EUR за 35 дні(-в)

3,4

(4 відгуки(-ів))

4,8

@ecksdeegege

Hello. How are you today? I have read your description very carefully and I am sure that I can complete your project perfectly. I can developed your project using Java Spring and Java Struts. I also have to use the ML to complete your project now because your project has the Java ML My budget is $20/hour and can work the 30~50hour per week. If you hire me, i will do the best for you. Thanks.

€750 EUR за 7 дні(-в)

5,0

(2 відгуки(-ів))

2,9

@Gamalali123

I'm ready to do this task . I can finish from this project in nearest time . I can type 40 word per minute .

€1 125 EUR за 7 дні(-в)

0,0

(0 відгуки(-ів))

0,0

@ay7366933

I work harder for this project Relevant Skills and Experience This is my first project so I will give my hundred percent

€1 250 EUR за 20 дні(-в)

0,0

(0 відгуки(-ів))

0,0

@pocketteamdev

hi, i have rich experienced of java/javafx so that i can give you the perfect result. java/javafx is my top skill and i am majoring it for over 6 years. i have completed the several projects already so i have confident to complete your project 100%. if you want to discuss about the project, please contact with me. thank you.

€1 500 EUR за 7 дні(-в)

0,0

(0 відгуки(-ів))

0,0

@pitlse

Experienced Senior Quant Developer with long lasted experience in Machine Learning Expert (PhD) - Manifold Learning - Supervised Machine Learning (RNN) Full Stack Senior Developer (Python, .NET, C, mql) • Web Applications Development using Python Tensorflow, Keras, scikit learn and Flask Framework on Backend and HTML/CSS/JS solutions on Frontend for the REST API consumption : Happy to start anytime.

€1 200 EUR за 7 дні(-в)