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Email data extraction (unstructured text)

We are a leading Canadian provider of freight transportation services with approximately 1,000 employees worldwide.

We are currently seeking a freelancer to build an app capable of extracting and organizing into a database (or Excel spreadsheet) specific quote-related information from emails. The emails containing the information are unstructured and highly variable. The information we need to extract and organize from each email includes, but is not limited to:

- Origin City

- Origin State

- Origin Country

- Destination City

- Destination State

- Destination Country

- Mode (Dry van, reefer, flat bed, Less-than-truckload, rail, etc...)

- Customer/Company name (from email)

- Sending rep (from email)

- Date/Time

- Quoted rate

- Quoted currency

- Quote format (Rate-per-Mile-all-in; Rate-per-mile-linehaul-only; flatrate-all-in; flatrate-linehaul-only)

- Quote duration

- shipment frequency

- shipment weight

- Miscellaneous freight characteristics: is it hazardous, does it require tarping, does it require permits, does it require team-drivers... (a more comprehensive list of freight characteristics will be provided to the awarded freelancer)

The finished app needs to be capable of efficiently processing a high volume of emails in a variety of formats (.pst, .ost, .nst, .docx, .doc). As well it is extremely important that the accuracy/confidence level be high (95%+).

Further details available upon request. Preferential consideration given to applicants with experience in the transportation industry.

Skills: Machine Learning (ML), Python, Software Development, Data Mining, Data Analytics

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About the Employer:
( 0 reviews ) Toronto, Canada

Project ID: #27510440

19 freelancers are bidding on average $2252 for this job

(7 Reviews)
6.2
(13 Reviews)
5.4
mahmoudralizadeh

Hi there for the classification task I will use Capsulenet which is the most accurate algorithm, and will provide you a complete backend side, which enables you to use the extracted the in applications or website, more More

$2800 CAD in 30 days
(8 Reviews)
4.8
vorasiddh4it

I have read your requirements. I am managing director of software company and I have team for development so we can complete it perfectly. I am from India GMT +5:30 and I am available from 8:00 AM to 11:00 PM. We hav More

$3000 CAD in 30 days
(13 Reviews)
4.6
softbox06

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$2250 CAD in 7 days
(18 Reviews)
4.5
kreshnikrraci

As I am a senior Python/OpenCV developer and ML/DL engineer, I am very interested in your project. I'd like to discuss more detail in chat box… Thank you.

$3000 CAD in 20 days
(1 Review)
2.8
roddon56pomidon9

Hello, i am scrap expert with python, I have rich experience with website scraping using beautifulsoup and selenium package Please show https://www.mcas.com.au. I had caught all data form this site. I just checked yo More

$1500 CAD in 3 days
(3 Reviews)
2.7
faizi404

Hi. I am an expert in data mining and machine learning with years of field experience, I want to discuss more about this opportunity, I am confident I can exceed your expectations.

$2000 CAD in 7 days
(5 Reviews)
2.9
MonisZafar

Hello, I've read your project requirements thoroughly. It's quite an easy task and I can achieve this through programming. It will be quick and accurate. I will start immediately and complete it within a few days. If More

$1500 CAD in 7 days
(2 Reviews)
2.2
huseyinaygun

Hello, I worked in logistics/transportation sector as a database programmer 10+ years. I developed reports or enhanced performance of queries in the reports using Oracle Reports, Oracle BI reports, SQL, stored proce More

$2000 CAD in 5 days
(0 Reviews)
0.0
binarycodersvw

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$2250 CAD in 7 days
(0 Reviews)
0.0
himanshusdlc

✅ laravel ✅ PHP MySQL ✅ Code ignitor ✅ Wordpress ✅ Magento ✅ Opencard ✅ Photoshop✅ HTML/CSS Hello Greetings!! I have 9+ years of experience in the Web technologies. I have gone through your description and understand y More

$2250 CAD in 7 days
(0 Reviews)
0.0
tecogno

Hi, We are a team of data science and ML/AI experts who excel across multiple areas with more than five years of combined experience in Backend, Frontend, Machine learning (ML), Artificial Intelligence (AI) etc. We h More

$2500 CAD in 7 days
(0 Reviews)
0.0
StartupiTech

Hi I have gone through your requirement. this can be developed using python and MySQL. I am highly experience developer in Python development. I am having more than 20 years of experience in software development. So I More

$2500 CAD in 10 days
(0 Reviews)
0.0
Legodocs2

Hello, I can build a script that does that in python if will receive data and store it in excel files via formatting it . Message me so we can discuss more

$1500 CAD in 10 days
(0 Reviews)
0.0
krvikash5804

Hi there, I read the description of your needs.I've done before many projects so I've great experience of doing this. I'm professional expert in this field of python script devloper, web scraping, Web Search, B2B Lead More

$2778 CAD in 7 days
(1 Review)
0.0
Gurindersinghd20

Hello, Warm Greetings! Thank you for providing us opportunity to bid on this project. I am EXPERT Data Scientist and Engineer, specializing in ETL Pipelines, Database Development, Big Data, Feature Engineering, M More

$1778 CAD in 30 days
(0 Reviews)
0.0
saqibmughal060

Hi, I can do this project with 100% accuracy. If you need any sample please let me know. I am an expert in Data Entry, Excel and I am really interested in your project. I am available to start working on it now. I wor More

$1600 CAD in 5 days
(0 Reviews)
0.0
jainrakesh1701

Hi, I have total 10 years of IT experience and 8 years of experience in Python Programming. I have worked for many enterprise level applications so I know about the data driven practices and software development phase More

$2250 CAD in 21 days
(0 Reviews)
0.0