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Python Developer for Data Analysis

₹1500-12500 INR

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Disiarkan sekitar 1 bulan yang lalu

₹1500-12500 INR

Dibayar semasa penghantaran
I am in need of a Python Developer with a strong emphasis on data analysis. The project will involve the following tasks, using Python's NLP libraries to analyze the text's context and semantics. 1. Data Preparation Data Cleaning: Standardize the format of resumes and job postings, removing any irrelevant information or inconsistencies. Data Anonymization: Ensure all personal information is anonymized to maintain confidentiality. Data Labeling (if necessary): Label the data, if required, to facilitate supervised learning approaches. 2. Developing the Algorithms Keyword-Based Algorithm: Extraction: Extract key skills, experiences, and qualifications from resumes and job postings using basic text analysis techniques. Matching: Develop a matching algorithm that compares the extracted keywords from resumes with those in job postings. NLP-Based Algorithm: Advanced Analysis: Use Python's NLP libraries to analyze the text's context and semantics. Feature Engineering: Extract features that capture the deeper meaning and relevance of phrases and terms. Semantic Matching: Implement an algorithm that evaluates the semantic similarity between resumes and job postings, beyond mere keyword matches. 3. Algorithm Testing and Evaluation Test Setup: Create a testing framework to evaluate the algorithms' performance using the 50 resumes and 50 job postings. Evaluation Metrics: Define metrics like accuracy, precision, recall, and F1 score to evaluate the algorithms' performance. Feedback Loop: Refine the algorithms based on the test results, optimizing for the best matching performance. 4. Building the Interface (If Required) Interface Design: If the project scope includes an interface, design a simple, user-friendly web interface where users can upload resumes and job postings and view matches. Integration: Ensure the interface is well-integrated with the backend algorithms, providing a seamless user experience.
ID Projek: 37982162

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18 pekerja bebas membida secara purata ₹7,193 INR untuk pekerjaan ini
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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
₹9,000 INR dalam 3 hari
4.9 (132 ulasan)
7.2
7.2
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I am excited about the opportunity to collaborate with you on your project requiring a Python Developer with expertise in data analysis, particularly in the domain of Natural Language Processing (NLP). I am confident that my skills and experience align perfectly with the tasks you have outlined, and I am eager to contribute to the success of your project.
₹7,000 INR dalam 7 hari
4.8 (100 ulasan)
6.0
6.0
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Hello, good time Hope you are doing well I'm expert in MATLAB/Simulink, Python, HTML5, CSS3, Java, JavaScript and C/C#/C++ programming and by strong mathematical and statistical background, have good flexibility for solve your project. I have many experience practical and theoretical in implementation different algorithms (such as: state estimation and Kalman filter, design controller, analysis closed loop stability, signal and systems, signal processing, heuristic optimization, fuzzy logic, neural network and machine/deep learning fields). Evidence of this claim exist in the portfolio. I have read your project description and I can help you (without any plagiarism). Please send me the details of your project. Thanks for attention 100% Jobs Completed, 100% On Budget, 100% On Time ⭐⭐⭐⭐⭐ 5-star reviews
₹12,500 INR dalam 7 hari
5.0 (9 ulasan)
5.4
5.4
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With over a decade of experience as a Python developer, I'm eager to bring my expertise to your data analysis project. My proficiency in NLP, data cleaning, feature engineering, and algorithm development is well-aligned with the task you've described. Over the years, I have successfully implemented algorithms that not only extract keywords, but also evaluate contextual and semantic similarities. This comprehensive approach will enable us to surpass simple keyword-matching and identify more relevant connections between resumes and job postings. In addition to developing effective algorithms, I understand the importance of evaluating their performance. To this end, I can create a robust testing framework based on 50 resumes and 50 job postings, implementing metrics like accuracy, precision, recall, and F1 score. This feedback loop will contribute to continuous improvement and enhance our matching performance. Lastly, if interface design is included in the scope, my proficiency in HTML and CSS will allow me to develop a user-friendly web interface tailored to your specific needs. I always prioritize seamlessness and optimization so that the interface is well-integrated with the backend algorithms, providing a top-notch user experience. By choosing me for your project, you'll get not just an expert in Python; you'll get a committed team player who would do everything possible to create an innovative solution that surpasses your expectations.
₹5,000 INR dalam 2 hari
4.9 (9 ulasan)
3.9
3.9
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As you've not specified if you'll need a web interface at the moment, the budget is just for algorithm development using NLP libraries for resume sorting. Software: Python 3, and eselentials Tensorflow platform, so that it can be run on your computer likewise Web: HTML5 We've worked on resume analysis, data cleaning, features engineering, and classifier design for 13+ startups in this field. Deeper integration includes on-site interview prep, question and checking. Based on your datasets, we can decide the best approach. You'll receive final outline after you share all details, files etc. APPROACH We shall devise a timeline PDF file with milestone and dates for progress, delivery or code and feedback. Based on that, we shall follow the work. Kindly let us know if you're still looking. Thanks!!
₹10,000 INR dalam 6 hari
5.0 (4 ulasan)
3.6
3.6
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⭐ 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
₹10,200 INR dalam 2 hari
4.3 (13 ulasan)
3.9
3.9
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⭐⭐⭐-------------Hi Apie Technologies Pvt Ltd--------------⭐⭐⭐ Reading the job description, it seems that you might be looking for me. As a JavaScript full-stack developer, I've been developing 50+ web apps using React.js for the past 10 years. I also have expert level knowledge of Graphics & Web design and I can suggest you good ideas to make your website look modern, clean and attractive. So I will bring you competitive and the best result that you're looking for and it might bring us futuristic cooperation in this field. In recognition of this project specification, I will pose the reasonable and receptive budget and timeline that you can buy into. Looking forward to working with you. I am very interested in your project "Python Developer for Data Analysis".
₹1,500 INR dalam 3 hari
0.0 (0 ulasan)
0.0
0.0
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Hello, I UNDERSTAND YOUR REQUIREMENTS 100% I'm very interested in Python Developer for Data Analysis Very happy to your project. Reading your project, I notice that you are looking for a normal programming language developer. I am very familiar with PHP, JavaScript, CSS, HTML, Laravel, Codeigniter, React.js, Vue.js, Angular.js, MySQL, PostgreSQL, Node.js, Python, Django, Flask..... I have 7+ years experience in Website development and Mobile application development(flutter, flutterflow, android studio). So I am pretty sure I can build whatever that you want. Looking forward to work with you. Sincerely.
₹7,770 INR dalam 4 hari
0.0 (0 ulasan)
0.0
0.0
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Hello Apie Technologies Pvt Ltd, Glad to say that we have already done a similar project before, would you like to see it? We already have similar experience in the same domain. We are an expert team which have 4 years of experience on Python, Machine Learning (ML), Data Mining, NLP Lets connect in chat so that We discuss further. Regards
₹8,000 INR dalam 7 hari
0.0 (0 ulasan)
0.0
0.0
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Hello, I'm extremely excited because I recently had a very similar experience. I'm confident that I can complete your task perfectly as soon as possible in a short amount of time, and I'm sure you'll be pleased with the results. Let me quickly introduce myself.
₹7,000 INR dalam 1 hari
0.0 (0 ulasan)
0.0
0.0
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I am excited to connect with you regarding your project needs. With over 7 years of diverse experience spanning HTML to AI/ML and a proven track record in international projects, I am confident in delivering exceptional results for your unique requirements. My expertise in a wide array of technologies ensures a comprehensive approach to your project. From creating dynamic mobile and web applications to harnessing the power of AI for predictive analytics, I bring a blend of innovation and reliability to every project. Here's why you should choose me: Proven Excellence: Successfully completed projects like Easy Grade Cameron and robust e-commerce solutions. Cutting-edge Technology: Proficiency in modern frameworks like Flutter, React Native, Django, and more. End-to-End Solutions: From design to deployment, I ensure a seamless development process. Security Focus: Implementing industry best practices for data security and privacy. Let's collaborate to turn your vision into reality. I look forward to discussing how we can achieve your project goals together
₹2,000 INR dalam 7 hari
0.0 (0 ulasan)
0.0
0.0
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I am a Python developer and I have a lot of free time to carry out the project and I would love to participate. I don't care much about monetary issues, so I accept practically any amount to carry out the project. I have some knowledge and I have several projects in my portfolio, I would really like to participate in this project.
₹2,000 INR dalam 7 hari
0.0 (0 ulasan)
0.0
0.0
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Hello, I am professional freelancer with relevant expertise in MATLAB, Simulink, Machine Learning (ML), and Python, I am confident in my ability to successfully undertake your project. Drawing on this experience, I can leverage Machine Learning techniques in Python to clean your data and maintain its integrity, enthusiastically applying text analysis strategies along the way. Moreover, my proficiency in NLP libraries allows me to disentangle obscure information while seamlessly extracting usable data from resumes and job postings. While constructing the framework of your project evaluation process, I will ensure that all relevant metrics like accuracy, precision, recall, and F1 score are utilized efficiently - generating dependable results to develop algorithms aimed solely at optimizing match performance. My skills culminate to offer you well-rounded services tailored specifically to meet your needs. With my dedication and commitment to high-quality work coupled with efficient communication throughout the process, rest assured that I have what it takes to exceed your expectations!
₹7,000 INR dalam 7 hari
0.0 (1 ulasan)
0.0
0.0
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Sir, I am writing to express my interest in your project for a Python Developer with a strong emphasis on data analysis. I have extensive experience in Python, Natural Language Processing (NLP), and data analysis, which makes me a strong candidate for this project.
₹1,500 INR dalam 18 hari
0.0 (0 ulasan)
0.0
0.0
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for data cleaning and word parse i can be quick with pre process models as if I'm guessing your data is words and coming from xml data or either website data . i can provide you POS tagging if its needed and also come up with a basic interface (inside the notebook ). depends on the clarity of resumes , it needs a word search algorithm to go through words and pdfs as well which can be handled with a single function . for the NLP modeling depends on the time , i can give you various results as outcome of various models i can use (RNN , auto , seq2seq , etc ) and try tp provide you f1 score over 70 for the limited data collection
₹15,000 INR dalam 6 hari
0.0 (0 ulasan)
0.0
0.0

Tentang klien

Bendera INDIA
Bhubaneswar, India
0.0
0
Kaedah pembayaran disahkan
Ahli sejak Jan 10, 2024

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