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Document Data Extraction Model Development

$25-50 AUD / hour

Closed
Posted 3 months ago

$25-50 AUD / hour

As part of an exciting new project, I'm seeking assistance in developing and training models for extracting specific data from a variety of documents - particularly contracts, resumes, and expense bills. Required Outcomes: * Establishing data models that can accurately identify and extract names, dates, amounts and other detailed information from the given documents. * Creating effective datasets for optimizing model performance. Desired Experience: * Knowledge in data extraction and machine learning models. * Proficiency in handling both structured and unstructured documents. * Exceptional attention to detail to ensure comprehensive extraction from complex documents like contracts and resumes. Note: The project will specifically require the extraction of candidate details from resumes such as name, email ID, work experience, skills, etc., and expense details from bills including hotel, food, cab and miscellaneous expenses. Preferred tool - [login to view URL] Skills - Python and NLP tool
Project ID: 37731769

About the project

38 proposals
Remote project
Active 2 mos ago

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38 freelancers are bidding on average $35 AUD/hour for this job
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Top 1% in Freelancer.com Hi, Greetings! ✅checked your project details: ✅Completed Time: In project deadline We have worked on 900 + Projects. I have 6 + years of the experience in same kind of projects. If you are looking for a true Freelancer, I am the Right person for you. I am available almost 24-7 and am very responsive. I feel proud that I am a trusted Freelancer who pleases almost every single client. You can rest assure, your work will be delivered well in advance of others, with passion and accuracy. I guarantee you instant communication & responses when you need me. Why choose me? I think every client is the reason for my success. I only take projects which I am sure I can do quickly. My Portfolio Items: https://www.freelancer.com/u/schoudhary1553 I would really like to work with you on this project. If interested, Kindly contact me via chat for further details and discussion. Thank you Sandeep
$30 AUD in 40 days
4.9 (467 reviews)
8.4
8.4
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Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I have PhD from Tohoku University and have several journal publications on the subjects. You can see portfolio for my previous projects. I read about your project and am interested in working with you. Please send me a message so that we can discuss more. Best regards.
$38 AUD in 40 days
5.0 (46 reviews)
6.8
6.8
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Hi, My name is Seyed Amirreza and I'm an experienced Python developer with the necessary skills to complete your project. I already worked on NLP project topics including Chatbot, Question Answering, Sentiment Classification, Named Entity Recognition (NER), Part of Speech (POS) tagging, Lemmatization, Text Similarity, Machine Translation etc. The projects include stages of vectorizing, deep networks (CNN, RNN, LSTM, GRU), encoder, decoder, and attention layers which my skillset allows me to handle large datasets. Additionally, I can fine-tune ChatGPT, GPT (2, 3, 3.5turbo), BERT, … based on the specific requirements and functionalities. I believe I am the perfect fit for this project. With my skill set, you can be sure that you will receive high-quality results. If you're interested in hearing more about how I could help you, please don't hesitate to reach out! I can provide the requirements with minimum time and cost.
$25 AUD in 40 days
5.0 (12 reviews)
5.0
5.0
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Hi. How are you? I read your project description.. I am a AI expert with 10 years of experience including ML. I have finished many application project of AI using Python package like pytorch, tensorflow . for example, object detection, image processing, data regression/analysis/classification To complete project choice me , I will give you perfect result on time. Please contact me to discuss the project in more details. Waiting for your contact now... Thanks. Best Regards.
$25 AUD in 40 days
4.9 (8 reviews)
4.6
4.6
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With a solid background in Data Mining, Processing and Machine Learning (ML), and our expertise in Python and NLP tools, F(x) Data Labs has the ideal skill set necessary to handle your project. We understand that accurate and comprehensive data extraction from documents like contracts, resumes, and expense bills requires exceptional attention to detail. Over the years, we have honed this skill to perfection by successfully completing similar projects for 250+ esteemed clients from diverse industries. One of the key reasons you should choose us is our extensive experience in developing and training models specifically for extracting data from structured and unstructured documents. We not only possess a profound understanding of different types of documents but also excel at creating effective datasets for optimizing model performance - a crucial requirement for your project's success. Finally, we would like to underscore that as much as we are committed to delivering efficient solutions, we are equally committed to being an integral part of our client's growth story. We bring this dedication to each of our projects; it won't be any different for yours. Upon completion, you can expect not just an elegantly working data extraction model but also the start of a lasting professional relationship with decidedly beneficial outcomes for your future endeavours. Choose F(x) Data Labs - let's extract success together!
$40 AUD in 40 days
4.9 (7 reviews)
4.6
4.6
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With over 4 years of extensive experience in Python, Machine Learning, and automation, I'm confident in taking up and delivering your Document Data Extraction model development project with precision. In line with your requirement for structured and unstructured data extraction from a variety of documents such as contracts, resumes, and expense bills, my expertise in Natural Language Processing using spaCy can help you achieve the desired outcomes – be it creating accurate data models or optimizing the model performance. Let's connect.
$38 AUD in 40 days
4.9 (28 reviews)
4.4
4.4
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Hi, I am a senior machine learning engineer, proficient in NLP and its tools and frameworks( eg spacy, NLTK, Transformers ..), excited to tune and build models for entity recognition and extracting the data needed into a desired data format
$38 AUD in 40 days
5.0 (17 reviews)
4.3
4.3
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Hey there, Read your project requirements in detail. Solution for your project requirements is simple: Instead of train the model, I will use python and their libraries to handle text and information details using NLP and Regex. From Document Extraction, I'll use pypd2 module of python. Optional - to use this python script using Web app User Interface: Using Flask for Backend and HTML, CSS, JS and Bootstrap for frontend to make a web app for upload document and show data in same web app in table form and option to download this data in excel or csv. I have already developed similar kind of project, if you want to see this project, kindly let me know. Any Question if you have, feel free to ask. Looking forward to your response. regards, Muhammad Muzzamil
$30 AUD in 40 days
5.0 (7 reviews)
3.9
3.9
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⭐ Hi, My availability is immediate. I read your project post on Python / AI / ML Developer for Document Data Extraction Model Development. We are experienced full-stack Python developers with skill sets in - Python, Django, Flask, FastAPI, Jupyter Notebook, Selenium, Data Visualization - Web App Development, Data Science, Web/API Scrapping, Machine Learning, AI - API Development, Authentication, Authorization - SQLAlchemy, PostegresDB, MySQL, SQLite, SQLServer, Datasets - Web hosting, Docker, Azure, AWS, Digital Ocean, GoDaddy, Web Hosting - ML Algorithms: linear regression, logistic regression, decision trees, random forests, neural networks, etc - Python Libraries: NumPy, pandas, scikit-learn, tensorflow, etc. Please send a message So we can quickly discuss your project and proceed further. I am looking forward to hearing from you. Thanks
$25 AUD in 40 days
4.2 (11 reviews)
3.8
3.8
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Hello, I'm Hadi, a skilled Python developer specializing in Data Processing, Machine Learning, and Data Mining. Your project, "Document Data Extraction Model Development," caught my attention, and I believe my expertise aligns perfectly with your requirements. Relevant Experience: I have successfully developed and implemented similar data extraction models, including the extraction of candidate details from resumes and expense details from various documents. My proficiency in NLP tools and the preferred tool, spaCy, positions me as an ideal candidate for your project. Approach: -Thoroughly understand the specific data points to extract from contracts, resumes, and expense bills. -Develop and train precise machine learning models tailored to your document types. -Optimize model performance through effective dataset creation. Why Choose Me: -Proven experience in developing data extraction models. -Expertise in Python and NLP tools. -Detail-oriented approach for comprehensive data extraction. Could you provide more details on the expected volume of documents to be processed and the desired output format for the extracted information? I'm excited about the opportunity to contribute to your project's success. Let's connect and discuss how we can achieve your document data extraction goals effectively. Best, Hadi
$25 AUD in 40 days
5.0 (2 reviews)
3.0
3.0
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My name is Aastha, a highly skilled and experienced Python developer, particularly in utilizing NLP tools. I have developed numerous applications and data processing pipelines using Python's core modules as well as third-party packages. As such, I'm familiar with the language and capable of adapting to new tools rapidly; your preferred tool, Spacy (among others) shouldn't be a problem. I understand the intricacies of working with structured and unstructured documents like contracts, resumes, and expense bills. This enables me to grasp the unique challenges involved in developing data extraction models for them. My experience includes handling tasks similar to yours such as extracting candidate details from resumes and specific expenses from bills, which aligns well with your project requirements. nfident that my skills combined with an adept focus on detail make me the ideal fit for this project. I'm eager to bring my proficiency in API integration, MySQL, NLP tools like Spacy along with unltimate experience in data extraction and machine learning models into crafting an optimal data extraction model for you. Let's get started!
$38 AUD in 40 days
5.0 (3 reviews)
1.9
1.9
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Hi, I've read your description carefully. I have full experience with Python, NLP. I think you can check my skills in my portfolio. I've also worked on several similar projects. So I can complete your project with high quality on time. Looking forward to hear more about the project from you via chatting. Thanks & Best regards!
$25 AUD in 40 days
5.0 (2 reviews)
1.4
1.4
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@hi@ I am a engineer mastered in Android. Whether I have experienced in AI and MERN stack. Whether you're trying to have success in you work, I could help you with my skills. -Knows Python, Java, C++, C, C#, HTML, CSS3, PHP, jQuery -Have Agile development capability -Regular communication is important to me, Regular communication accelerates the completion of development.
$40 AUD in 40 days
5.0 (1 review)
1.2
1.2
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Hello Client, I hope this proposal finds you in excellent health. Welcome to my profile, Home to Professional and Quality services with 100% customer satisfaction guarantee. I'm a Certified & Experienced Expert. Dear Client, I take this opportunity to inform you that i have KEENLY gone through all your project requirements as given in your project description and I confirm to you that i can perfectly deliver as instructed. Being in possession of all CLEARLY STATED required project skills as this is my area of professional specialisation having completed all Certifications and developed adequate experience in the same area, I hereby humbly request you to consider my bid for Professional, Quality and Affordable services always. STRICT TIMELY DELIVERY & UNLIMITED REVISIONS. Incase your project is deleted, you can hire me directly via the link; https://www.freelancer.com/u/prodeveloperserv Kindly Message Me We Discuss More About The Project and seal the contract. Welcome and Thank-you.
$50 AUD in 40 days
0.0 (0 reviews)
0.0
0.0
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Good day i am Onengibofa Omubo proficient in machine learning and data extraction using python, i am detail and result oriented individual with good communication and analytical skills that will leverage your project. Thank you for your kind consideration i am looking forward to hearing from you soon. Yours Sincerel, Applicant, Onengiofa Omubo.
$38 AUD in 40 days
0.0 (0 reviews)
0.0
0.0
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Hi, I am a professional web developer and I can do this project Document Data Extraction Model Development, I have 5 years of experience in web development. I have done many projects like this. I can do this job for you. I can start right now. Please contact me. Thanks
$25 AUD in 2 days
0.0 (0 reviews)
0.0
0.0
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Programming Proficiency: Development of data extraction models often involves programming in languages like Python and using libraries such as TensorFlow or PyTorch. Data Preprocessing Expertise: Extracting meaningful information from documents often involves preprocessing steps such as cleaning, tokenization, and feature engineering. Domain Knowledge: Depending on the type of documents i will be working with, domain expertise is crucial. Understanding the context and specific nuances of the content helps in building models that are tailored to the domain, making contributions more effective. Problem-Solving Abilities: Developing a document data extraction model involves addressing various challenges, Attention to Detail: Document data extraction requires a keen eye for detail, as the model needs to accurately identify and extract specific information. Communication Skills: Being able to communicate effectively with stakeholders, including domain experts and end-users, is essential. . Adaptability: The field of machine learning is dynamic, and being adaptable to new technologies and methodologies is crucial.
$38 AUD in 40 days
0.0 (0 reviews)
0.0
0.0
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My name is Sakshi , and I am an accomplished full-stack developer with more than five years of expertise, with a focus on data extraction and machine learning. The idea of working with you on this project excites me. It entails creating and refining models for precise data extraction from resumes, contracts, and expense reports. I have effectively used Python and Spacy, the recommended tool, to create comparable data extraction models in earlier projects. I have a track record of accurately identifying and extracting important information from both organized and unstructured materials. Here are some samples of my pertinent work. I'm sure that my attention to detail and technical proficiency make me the best person to complete your project with the results you've envisioned. I'm interested in talking more about how I might help your business succeed. Warm regards, Sakshi P
$38 AUD in 40 days
0.0 (0 reviews)
0.0
0.0
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Dear hiring manager, I am writing to express my interest in the Senior Data Analyst position at Intel. With a strong background in data analysis, business intelligence, and statistical modeling, I am confident in my ability to contribute effectively to your team and add value to your organization. Over the past 8 years, I have honed my skills in data analysis through various roles in different industries. My experience includes designing and implementing data-driven strategies to improve business processes, conducting complex data analysis to identify trends and patterns, and developing predictive models to support decision-making. I have also led cross-functional teams in delivering actionable insights and recommendations to senior management. I can process data using python, Word, Excel, Mysql, R, Powerpoint, PHP clearly. I am particularly drawn to the opportunity at Intel because of your commitment to leveraging data to drive business growth and innovation. I am eager to bring my expertise in data analysis, strategic thinking, and problem-solving to contribute to your company's success. I am confident that my analytical skills, technical proficiency, and passion for data-driven decision-making make me a strong fit for the Senior Data Analyst role. I am excited about the possibility of joining your team and contributing to your continued success. Sincerely, Kanta
$38 AUD in 40 days
0.0 (0 reviews)
0.0
0.0
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Hello, I'd love to be your freelance scraper to extract data from variety of documents. I have strong and practical expertise in Data Scraping from diverse websites. I’ve already scraped over 1000 sites like as lotterypost, sportradar, bet99 and others. I also have some useful toolkits and resources to resolve several problems caused by prevention. I mostly use python libraries to scrape data like as Scrapy, BeautifulSoup, Selenium, Numpy, Pandas, and others. I am also familiar with Puppeteer, Nightmare, and other JavaScript tools for the scraping and I can scrape data from any website to save them into any file formats you want to get. I would appreciate it if you could initiate a chat to discuss the project further. I am confident that my skills and experience make me the ideal candidate for this task. Looking forward to hearing from you soon. Thanks,
$38 AUD in 40 days
0.0 (0 reviews)
0.0
0.0

About the client

Flag of INDIA
Bangalore, India
4.9
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Member since Apr 21, 2010

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