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Python Legal Theme Extraction Script

€250-750 EUR

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Julkaistu noin 2 kuukautta sitten

€250-750 EUR

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I'm seeking a seasoned Python developer with a solid understanding of NLP tools like OpenAI, Hugging Face, NLTK, etc. The primary task involves writing and executing a Python script that will extract approximately five key legal themes or causes from each summary in a batch of approximately 10,000 different legal cases. Key tasks would include: • Implementing the script to efficiently extract relevant legal themes from a considerable volume of legal case summaries. • Storing these extracted themes in a text file for future reference and utility. • Comparing the extracted themes with pre-existing themes via statistical analysis to ensure relevance. • Additionally, the Python script should evaluate and assign scores to the key legal themes based on their importance within each case summary. Ideal skills for this project: • Extensive Python scripting skills. • Prior experience with NLP tools like OpenAI, Hugging Face, NLTK, etc. • A general understanding of legal concepts, particularly legal themes, would be advantageous. • Proven statistical analysis skills. • Ability for stringent attention-to-detail and high accuracy in work results. This project is an excellent opportunity for someone who enjoys data analysis and likes diving deep into the fascinating world of legal themes to extract meaningful insights. If successful in this task, there are follow-on projects involved in carrying out thematic and sentiment analysis of management earnings calls to spot for early warning signs around themes related to corporate litigation.
Projektin tunnus (ID): 37820405

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Aktiivinen 16 päivää sitten

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59 freelancerit tarjoavat keskimäärin €484 EUR tätä projektia
Käyttäjän avatar
I am a Python developer with expertise in NLP tools like OpenAI, Hugging Face, and NLTK. I can efficiently write and execute a Python script to extract key legal themes from a large volume of legal case summaries. My experience in statistical analysis will ensure the relevance of the extracted themes. I have a strong attention to detail and accuracy in work results, making me well-suited for this project.
€637 EUR 5 päivässä
5,0 (170 arvostelua)
7,7
7,7
Käyttäjän avatar
Hi there,I'm biddin on your project "Python Legal Theme Extraction Script" I have read your project description and i'm an expert in Python and machine learning therefore i can do this project for you perfectly.I still have a few questions. please leave a message on my chat so we can discuss the budget and deadline of the project. Thanks. .. .
€750 EUR 3 päivässä
4,9 (43 arvostelua)
7,3
7,3
Käyttäjän avatar
As the CEO & Founder of Digital Screencast, I bring to the table a comprehensive array of skills that will benefit your Python Legal Theme Extraction Script project greatly: 7 years of full-stack development experience, expertise in the realm of data mining, proficiency in Python programming language, and an emphasis on stringent attention-to-detail. Additionally, my grasp of statistical analysis and insight into legal concepts, including legal themes, perfectly integrates with the requirements of this project. Considering your needs necessitate managing a substantial volume of legal case summaries and extracting relevant legal themes from them utilizing NLP tools such as OpenAI, Hugging Face, and NLTK -  my relevant Python skills dovetail beautifully with these demands. Moreover, as someone who has helped top companies navigate the complexities of data management like Metlife GOSC and DXC technologies—I understand the importance of precision and can decode even the most challenging summaries to extract useful insights.
€500 EUR 7 päivässä
4,9 (173 arvostelua)
7,4
7,4
Käyttäjän avatar
Hi, I have read the details I believe I can do this job. While I believe I have some queries which need to be clarified. For that I would request you to start the chat so we could clarify those I have good experience with Statistics, Data Mining, Python and NLP Tokenization. We can discuss the timeline and budget after that. You can see all my skills, experience, customer reviews and relevant jobs from my profile. My portfolio: https://www.freelancer.com/u/AITSoft Shamshad
€750 EUR 13 päivässä
5,0 (40 arvostelua)
6,7
6,7
Käyttäjän avatar
Hi I can write and execute a Python script that will extract approximately five key legal themes or causes from each summary in a batch of approximately 10,000 different legal cases I worked on a lot of similar projects I can finish in less than 3 days I wait your reply i can start work now Thanks
€600 EUR 14 päivässä
5,0 (44 arvostelua)
6,5
6,5
Käyttäjän avatar
✅ Legal Theme Extraction Expert - Unveiling Insights from Legal Cases! ⭐⭐⭐⭐⭐ Hi there! Hope you're doing well. I've reviewed your project requirements and noticed you're looking for a seasoned Python developer proficient in NLP tools like OpenAI, Hugging Face, NLTK, etc. Look no further; Zohaib is here to assist you! With our expertise, we'll uncover key legal themes from vast legal case summaries. ➡️ Why Me? With extensive Python scripting skills and prior experience in NLP tools, I ensure efficient extraction of legal themes. Let's have a quick chat to discuss your project in detail, and I'll showcase our proficiency in this domain. ➡️ Let's have a quick chat to delve into your project details. I'll demonstrate our approach to extracting legal themes and how we can efficiently handle a large volume of case summaries. ➡️ Skills & Experience: ✅ Python Scripting ✅ NLP Tools (OpenAI, Hugging Face, NLTK) ✅ Data Analysis ✅ Statistical Analysis ✅ Legal Concepts Understanding ✅ Text Processing ✅ Attention-to-Detail ✅ Accuracy ✅ Task Automation ✅ Database Management Looking forward to discussing this with you in our chat! Best Regards, Zohaib
€350 EUR 4 päivässä
5,0 (35 arvostelua)
6,1
6,1
Käyttäjän avatar
Hi There, I hope you are doing well. I possess strong Python skills paired with expertise in NLP tools like OpenAI, Hugging Face, and NLTK. With a background in legal concepts and solid statistical analysis abilities, I am well-equipped to efficiently extract and analyze key legal themes from a large volume of legal cases for your project. I am interested to work with you in this project. Please don't hesitate to send me a message for any query. Thanks in advance for giving the opportunity to working with you. Best Regards, Sirajum Munir.
€400 EUR 1 päivässä
4,7 (13 arvostelua)
6,1
6,1
Käyttäjän avatar
Hello, With my comprehensive Python programming proficiency and well-rounded background, I am highly equipped to take on your Python Legal Theme Extraction project. Drawing on significant experience in crafting intricate Python scripts, I have consistently demonstrated an unwavering stingency to detail and accuracy - virtues that are crucial in dealing with a vast volume of information, like your 10,000 different legal cases. Additionally, my dexterity with NLP tools such as OpenAI, Hugging Face, and NLTK solidifies my competence in delivering effective extraction of key legal themes from summaries. Being a seasoned developer who has navigated both the front-end and back-end territories of technology, I possess valuable insights into diverse data-oriented analyses. Your project affords me the exciting opportunity to immerse myself in the captivating nuances of legal themes while deriving meaningful insights using statistical analysis just what you're looking for. Thanks
€500 EUR 7 päivässä
5,0 (5 arvostelua)
5,3
5,3
Käyttäjän avatar
Hi there, I am a Data Scientist and am a professional responsible for extracting actionable insights and knowledge from large volumes of data. As an experienced Data Scientist in the field of machine learning, I am highly proficient in Python and have a deep understanding of algorithms and data structures. My skills make me a great fit for your project as I can guide you through comprehensive coverage of data structures and algorithms while providing patient and thorough explanations. I have over 12-plus years of experience with Python Library Pandas, Karas, TensorFlow, NumPy, PyCharm, Py torch, Open CV, NLP, and others. With over a decade's worth of experience under my belt, including expertise in NLP, Natural Language Processing, Neural Networks, CNNs, RNNs, LSTM, and GANs just to mention a few, I can provide you not only with knowledge but also how to apply it efficiently. Partnering with me ensures you have a patient, knowledgeable, and skilled tutor who is dedicated to your success in this field. My top priority is to provide high-quality work, https://www.freelancer.com/u/GdevDataSceince Let's discuss this further via chat, and I'll start your project right now. Thanks Gdev
€500 EUR 7 päivässä
5,0 (11 arvostelua)
4,9
4,9
Käyttäjän avatar
Having read your project description, I am convinced that I am the right candidate for this task. As a highly-skilled Python developer with a precise understanding of NLP tools such as OpenAI, Hugging Face, and NLTK, I have hands-on experience in developing efficient scripts that can process voluminous data and generate highly-relevant outputs quickly. This proficiency makes me the perfect fit for extracting and storing key legal themes from summaries of over 10,000 different legal cases. Moreover, my knowledge of legal concepts imparts an additional advantage in spotting relevant themes; this ensures there is no loss of accuracy or important classifications. This proficiency extends to the domain of statistical analysis which is essential in comparing extracted themes with pre-existing ones for relevance. My experience and expertise provide the assurance you need in guaranteeing a detailed-oriented and high-accuracy result which is imperative for legal analysis. Also, I see this project as an excellent opportunity to combine my data analysis and insight extraction skills with my passion for legal themes. It would be a pleasure for me to dive into the huge amount of data and extract meaningful insights specifically related to legal themes that could be used proactively.
€450 EUR 5 päivässä
5,0 (4 arvostelua)
4,8
4,8
Käyttäjän avatar
I will show you my recent projects related to legal case summarized then we will move forward. So it's surety for you to get perfect solutions from my side. Also, if you want demo-type things or initial work for your project, then I will show you, and after that, we will finalize our project deal and payment milestones. I am from India, GMT +5:30, and I am available from 8:00 a.m. to 11:00 p.m. We have 16+ years of experience in software development. We have developed over 600 projects and research papers in the fields of machine learning, artificial intelligence, image processing (GIS), network, and SEO-based web and mobile apps. We have successfully completed the projects ChatGPT, Deep Learning, Computer Vision, Natural Language Processing (NLP), Encryption Decryption, Face Detection, UML Diagram, OCR, Big Data, Data Mining, Data Analysis, Statistics, Trading, Text, Image, Multiclass Classification Using Azure ML, Tensorflow, R Programming, OpenCV, Matlab, Hadoop, Artificial Intelligence Program Using PROLOG, Robotics Software, TCP-UDP Networking Project, Cloud Computing, etc. Note: The project has QA, testing, and comments in the code, so it's easy to understand the flow of the project.
€700 EUR 3 päivässä
4,9 (12 arvostelua)
5,0
5,0
Käyttäjän avatar
With experience in data mining, Python and statistics, I believe that I am the best fit for your project. Legal theme extraction and analysis from a large number of case summaries requires not only proficiency in Python scripting but also knowledge and expertise in NLP tools like OpenAI, Hugging Face and NLTK which I have accumulated over time. My attention to detail and high accuracy in work are two key traits that would be particularly useful for this project given the carefulness one must exercise when dealing with legal themes. Furthermore, my understanding of legal concepts will be an added advantage as I can bring valuable context to the table when evaluating case summaries. In addition, I have a track record of successfully delivering complex projects within set timelines and budgets through effective project management skills. This is an important aspect for the timely completion of your batch of approximately 10,000 legal cases. If chosen for this task, I assure you I'll give through attention to detail to deliver top-end results. This is a fascinating project for me as it combines my passion for data analysis with my expert knowledge in Python and NLP tools. Looking forward to discussing further how I can add significant value to your project! Excitingly (and legally), Adnan Gohar
€500 EUR 7 päivässä
3,8 (15 arvostelua)
5,9
5,9
Käyttäjän avatar
Hi. How are you? I read your project description.. I am a AI expert with 10 years of experience. I have finished many application project of AI using Python/Mat;ab . for example, NLP, text/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.
€250 EUR 7 päivässä
4,6 (7 arvostelua)
4,6
4,6
Käyttäjän avatar
Hello sir, I can do this job accuratlely for you. As someone with a deep-rooted passion for all things Python and data analysis, I can assure you that I'd be a perfect match for your Python Legal Theme Extraction Script project. Over the years, I've cultivated extensive skills in data mining and Python scripting - precisely what's needed for this task at hand. Moreover, my enthusiasm extends into Natural Language Processing (NLP), where I have gathered substantial experience using tools like OpenAI, Hugging Face & NLTK. In addition to being a proficient Python developer, I also possess robust statistical analysis skills—a crucial aspect of this project. My proficiency goes beyond just running scripts; it encompasses the keen ability to analyze and assign scores, prioritizing key themes based on their relevance and importance within each legal case summary—an aspect I see you've highlighted as vital.
€500 EUR 7 päivässä
5,0 (11 arvostelua)
4,4
4,4
Käyttäjän avatar
As a seasoned data scientist with a particular expertise in Python and statistics, I am confident that I have the perfect skill set to undertake your project. I have an extensive background in using Python for data mining purposes, much of which has revolved around analyzing large volumes of data to draw actionable insights, exactly what is needed for this project. In addition, I've worked with a range of NLP practitioners like OpenAI, Hugging Face, NLTK which ensures that I can meaningfully cater to the prominent task at hand - extracting legal themes from vast summaries of legal cases. Moreover, my experience doesn't end with just processing the data but extends to its subsequent analysis as well. Your project speaks to my strengths as a meticulous and detail-oriented performer who believes in delivering high-quality work every time. Combining this with my profound knowledge of legal concepts and previous statistical analysis skills make me a standout candidate for this job. If you choose me for this project, you can expect nothing but unwavering dedication and consistency throughout the execution process. Your mission of spotting early warning signs around themes related to corporate litigation is crucial and I am eager to become part of the solution. Let's begin transforming your 10,000 legal case summaries into valuable insights!
€500 EUR 7 päivässä
5,0 (8 arvostelua)
4,1
4,1
Käyttäjän avatar
Hi, I am senior data scientist / NLP engineer, very experienced its frameworks and methods (eg LLMs, transformers, huggingFace, JsonLabs, Pytorch, NLTK, spacy .. ) Thanks. Have a nice day
€500 EUR 2 päivässä
5,0 (16 arvostelua)
4,3
4,3
Käyttäjän avatar
As a seasoned Python developer with considerable expertise in NLP tools such as OpenAI, Hugging Face, and NLTK, I firmly believe I am the perfect fit for your project. I understand the complexity involved in extracting legal themes from the large volume of legal cases you need to analyze and my technical skills allow me to streamline this process effectively. Having worked on similar projects before, I am well-versed with the nuances of Python-based legal theme extraction. In addition to my proficiency in Python scripting, I have a proven track record of statistical analysis. My meticulousness and attention to detail ensure the accuracy and relevance of the themes extracted—an essential component when working with legal material. Moreover, while not an expert on legal concepts specifically, my experience in working on diverse projects will undoubtedly bring fresh perspectives while surfacing meaningful insights from your legal case summaries. Completing this task successfully opens up exciting opportunities for me to apply thematic and sentiment analysis techniques across industries, like spotting early warning signs around corporate litigation themes. With a commitment to delivering high-quality work within agreed-upon timelines, I would be delighted to be part of your project team.
€500 EUR 7 päivässä
4,8 (9 arvostelua)
4,3
4,3
Käyttäjän avatar
Hi There Anthony S., Good afternoon! My name is Jane an expert data analyst with skills including Data Mining, Statistics, NLP Tokenization and Python. I have over 5 years in tutoring data analysis and statistics. Having completed similar project, I am confident in my ability to deliver high-quality results for this project. I am eager to discuss further details and see how I can contribute to your team. I am happy to offer a free consultation and a 10% discount for first-time clients. Please contact me to discuss more about this project. Regards Jane
€250 EUR 3 päivässä
5,0 (5 arvostelua)
3,4
3,4
Käyttäjän avatar
Hello, I hope all is well with you. I've taken the time to review your project description and I am excited to help you in providing an exceptional solution tailored to your needs. I specialize in Python programming, machine learning, data analysis, and various forms of automation. My expertise also extends to Natural Language Processing (NLP), General AI, chatbots, and neural networks. I would love to discuss your project in more detail during a quick chat. To give you an idea of my capabilities, I invite you to check out some of my recent work that demonstrates my skill set: Custom Data Analysis Tools Automated Reporting Systems Chatbot Implementations NLP-Based Text Summarizers Neural Network Models for Classification Tasks Thank you for considering my services. I'm looking forward to the possibility of working together. Best regards, Qamar
€250 EUR 7 päivässä
3,7 (9 arvostelua)
4,7
4,7
Käyttäjän avatar
⭐ Hi, My availability is immediate. I read your project post on Python Developer. 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
€730 EUR 10 päivässä
4,3 (13 arvostelua)
3,9
3,9

Tietoja asiakkaasta

Maan UNITED KINGDOM lippu
Tonbridge, United Kingdom
5,0
10
Maksutapa vahvistettu
Liittynyt jouluk. 14, 2019

Asiakkaan vahvistus

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