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Build a Python system that capture incoming candidates from Lever, store in a vector database, and a "comparator" that will compare incoming hiring requests to the candidates in the vector database

$5000-10000 USD

Closed
Posted 5 months ago

$5000-10000 USD

Paid on delivery
Project Title: Python System for Capturing and Comparing Candidates using LLMs & vector databases Desired Output: - The Python system should have the capability to both store candidates in a vector database and compare incoming hiring requests to the candidates in the vector database. Required Skills and Experience: - Advanced level of experience with Python and database management is expected from the freelancer - Usage & deployment of open source models like LLaMA to assess candidates against different criteria for each job - Understanding, usage, and deployment of vector database, such as Pinecone, to store all the talent vectors Comparator Function: - The client has a rough idea of the requirements for the "comparator" function and is open to the freelancer's suggestions. - The comparator function would have to take in the text of an incoming job request, and find the best matches in the vector database, and display these on a webpage. Additional Details: - The system should be able to capture incoming candidates from Lever ATS and store them efficiently in a vector database. - The comparator function should be able to compare incoming hiring requests to the candidates in the vector database. - The system should be able to handle a large amount of data and perform the comparison efficiently. - The freelancer should have experience in working with vector databases and implementing efficient comparison algorithms. - The system should provide accurate and reliable results in a timely manner. - The client values suggestions and input from the freelancer in designing and implementing the system.
Project ID: 37532437

About the project

41 proposals
Remote project
Active 4 mos ago

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41 freelancers are bidding on average $8,319 USD for this job
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Hi there, my name is Sushil Kumar and I am here to offer you my services as a freelancer. I have extensive experience in building Python systems that capture incoming candidates from Lever ATS and store them efficiently in vector databases. I have used open source models like LLaMA to assess candidates against different criteria for each job, and understand usage and deployment of vector databases like Pinecone. I am confident that my skillset is exactly what you are looking for when constructing your system for capturing and comparing candidates using LLMs and vector databases. I understand that the comparator function required by your project should have the capability to both store candidates in a vector database and compare incoming hiring requests to the candidates in the vector database. This is something that I am proficient in doing - especially when it comes to handling large amounts of data efficiently. Additionally, my systems provide accurate and reliable results in a timely manner as well as provide suggestions for improving their functionality further if needed. If you would like me to discuss further regarding this project or any other related matters please do not hesitate to reach out to me directly.
$10,000 USD in 90 days
4.8 (52 reviews)
8.5
8.5
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I understand from your description that you are looking for a Python system that can capture incoming candidates from Lever and store them in a vector database. With my experience in Python and database management, I believe I can provide the best solution for this project. My services specialize in PHP, WordPress, WooCommerce, Data Scrapping and React Native. I have used Pinecone before to store all the talent vectors and understand how to efficiently implement comparison algorithms. Additionally, I have advanced level of experience in using Python and database management which will be crucial for building the system you are looking for.
$7,500 USD in 35 days
4.9 (266 reviews)
8.2
8.2
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Hi, I can provide you solution for "AI POWERED JOB SYSTEM" that will capture incoming candidates from Lever, store in a database and "COMPARATOR" will compare incoming hiring requests to the candidates in the database. TECH: PHP(CI/LARAVEL), MySQL, MongoDB, ChatGPT or any other AI for LLM that we can decided IF YOU ARE FLEXIBLE WITH TECH STACK, FEEL FREE TO MESSAGE so we can discuss on each feature of the system and can finalize it Awaiting for your response Regards Shweta
$5,500 USD in 20 days
4.9 (67 reviews)
8.0
8.0
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Hi there,I'm biddin on your project "Build a Python system that capture incoming candidates from Lever, store in a vector database, and a "comparator" that will compare incoming hiring requests to the candidates in the vector database " 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. .. .
$10,000 USD in 4 days
4.8 (31 reviews)
7.0
7.0
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Hi there Glorbi T., Good morning , Hope you're having a great time. I'm bidding on your project "Build a Python system that capture incoming candidates from Lever, store in a vector database, and a "comparator" that will compare incoming hiring requests to the candidates in the vector database " I am expert in Database Administration, Python, MySQL, Ubuntu and Artificial Intelligence. please leave a message on my chat so we can discuss the budget and deadline of the project. I have read your project description and i'm confident i can do this project for you perfectly. Thanks ..
$10,000 USD in 4 days
5.0 (12 reviews)
6.3
6.3
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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.
$7,500 USD in 7 days
5.0 (28 reviews)
6.4
6.4
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Dear Glorbi T., I have carefully read your project requirements and I am confident in my ability to deliver this project with perfection. With over 4 years of experience in MySQL and Python, I have a strong understanding of database management and programming. I am well-versed in capturing and storing data efficiently in vector databases, such as Pinecone. Additionally, I have experience with open source models like LLaMA for assessing candidates against different criteria for each job. I understand that you require a comparator function that can compare incoming hiring requests to the candidates in the vector database. I am open to your suggestions and will ensure that the function accurately finds the best matches and displays them on a webpage. If you have any questions or would like to discuss the project further, please feel free to connect with me in the chat. I am available and ready to start working on your project. Looking forward to hearing from you. Best regards, Christopher
$5,000 USD in 7 days
5.0 (21 reviews)
5.8
5.8
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" Python System for Capturing and Comparing Candidates using LLMs & vector databases " sir i read your project brief and I will do your project Please review my similar portfolio https://www.freelancer.com/u/nabeelawais83 My Experience in this field for last 10 years and i m very consistent in my work i work almost 20 hours a day i am highly professional and master in Web designing and developing websites/ Apps field and i will do a great job on your project if you give me the chance and will make you 100% satisfy from my work . Please come to chat for discuss in details. I'm ready to start your project now. Nabeel
$5,000 USD in 4 days
5.0 (30 reviews)
5.5
5.5
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Dear Client, We hope this proposal finds you well. N&T Negocios y Tecnologias s.r.l. is pleased to submit our proposal for the Python system development project. With over 20 years of experience in the IT industry, we have successfully developed various web, mobile, blockchain, and AI projects. For this particular project, our proposed solutions include building a Python system that captures incoming candidates from Lever, stores them efficiently in a vector database, and implements a "comparator" function. This function will compare incoming hiring requests to the candidates in the vector database and display the best matches on a webpage. To ensure the success of this project, we have identified the best architecture and technology options. We recommend utilizing advanced Python programming and database management skills. In addition, we suggest deploying open source models like LLaMA to assess candidates against different criteria for each job. To store all talent vectors, we recommend using a vector database such as Pinecone. The comparator function is a crucial aspect of this system, and we acknowledge that the client has a general idea of its requirements. We are open to your suggestions and will work closely with you to design and implement the function accordingly. The comparator function will take in the text of an incoming job request, find the best matches in the vector database, and display them on a webpage. In terms of additional details, we assure you that the system will be able to efficiently capture incoming candidates from Lever ATS and store them in the vector database. It will handle large amounts of data and perform comparisons seamlessly. Our team is experienced in working with vector databases and implementing efficient comparison algorithms, ensuring accurate and reliable results delivered in a timely manner. We value your input and are committed to collaborating with you throughout the entire project. Your satisfaction is our top priority. Please note that the budget outlined for this project is approximate and subject to final negotiations and agreement. We believe in providing competitive pricing without compromising quality. Thank you for considering N&T Negocios y Tecnologias s.r.l. for your Python system development project. We look forward to your favorable response. Kind regards, N&T Negocios y Tecnologias s.r.l.
$20,000 USD in 45 days
5.0 (2 reviews)
5.4
5.4
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Hello there! Thank you for the job posting . My name is Koutarou and I am a well-qualified Full Stack Developer with over 5 years of related experience. I have the knowledge and ability to build a Python system that capture incoming candidates from Lever ATS and store them efficiently in a vector database, as well as the capability to compare incoming hiring requests to the candidates in the vector database. I understand that you are looking for a system that has the capability to both store candidates in a vector database and compare incoming hiring requests to them. I believe I am the perfect person for this project as I have the necessary skills and experience to deliver accurate and reliable results in a timely manner while providing collaborative team playability along with excellent technical abilities. Additionally, my availability is proactive - 6 days a week with 8+ hour workdays and 12+ hour communication hours - which makes it easy for me to work on projects like this. If you would like me to discuss further please don't hesitate to reach out! Best Regards.
$6,500 USD in 28 days
5.0 (2 reviews)
4.0
4.0
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Hello Client, My name is Muzammal and I am here to offer my services as the best fit for your project. With over 4 years of freelancing experience and a consistent record of successful project delivery, I am confident that I have the skills necessary to build a Python system that captures incoming candidates from Lever ATS and stores them efficiently in a vector database. Additionally, I have used open source models like LLaMA to assess candidates against different criteria for each job, as well as understanding, usage and deployment of vector databases such as Pinecone. This combination of skills makes me an ideal candidate for this project: - I have advanced level of experience with Python and database management which will be needed to build the system required by you - Usage & deployment of open source models like LLaMA to assess candidates against different criteria for each job - Understanding, usage and deployment of vector databases such as Pinecone
$5,000 USD in 6 days
4.9 (4 reviews)
3.4
3.4
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Dear Client We propose to develop a Python-based system that effectively captures, stores, and compares candidate data using open-source models (LLMs) and vector databases. This system aims to efficiently handle incoming hiring requests, comparing them against a database of candidates to provide accurate matches. Key Functionalities: Capture candidate data from Lever ATS and store it efficiently in the vector database. Design a comparator function to match incoming job descriptions against stored candidate vectors. Develop a user-friendly webpage to display best-matched candidates for each job request. Approach: Phase 1 (1 weeks): Database setup, data extraction, and initial comparator function development. Phase 2 (2 weeks): Refinement of comparator function, LLaMA integration, and web interface development. Phase 3 (1 weeks): Testing, optimization, and performance enhancement. Phase 4 (1 week): Client review, feedback incorporation, and final deployment. Regular meetings for updates and client feedback incorporation. Encouragement of client input throughout the development stages. Our team possesses advanced expertise in Python and database management. Extensive experience with open-source models (LLaMA) and vector database usage (Pinecone). Proven track record in developing efficient comparison algorithms and managing large datasets. We are open to discussing any additional insights and suggestions you may have. Best Regards
$5,000 USD in 35 days
5.0 (6 reviews)
3.4
3.4
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Hi, there! I have read your project description and understand that you want to build comparatror system using python. I have worked with similar project which capture suitable candidates to hire workers. It's the most important to select optimized algorithm and I can do it. Please contact me and discuss in more detail. Hope to hear from you. Best regards.
$5,000 USD in 50 days
5.0 (1 review)
2.8
2.8
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Greetings! I'm a professional in providing high quality python system building service. I am a top-rated freelancer with about 15 years of experience, having served about 700 satisfied clients. Please message me to check my portfolio. Thanks, Revival
$5,000 USD in 30 days
5.0 (1 review)
2.9
2.9
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hello there, i am a senior software Developer and i can your project as required, on time, and with high quality. regards,
$9,000 USD in 7 days
5.0 (4 reviews)
2.6
2.6
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Hi there, I am a Data Scientist and am a professional responsible for extracting actionable insights and knowledge from large volumes of data. I have over 12-plus years of experience with Python Library Pandas, Karas, TensorFlow, NumPy, PyCharm, Py torch, Open CV, NLP, and others. My top priority is to provide a high quality of work, https://www.freelancer.com/u/GdevDataSceince Let's discuss this further via chat, and I'll start your project right now. Thanks Gdev
$7,500 USD in 7 days
5.0 (1 review)
2.2
2.2
User Avatar
Hi! I have read your details, and it seems like you're looking for a freelancer to "build a System for Capturing and Comparing Candidates". Well, I have 8+ years of experience in Full-Stack Python development and have expertise in Django/Flask, LLM, AI, JavaScript, Databases, and Web Architecture. Regarding your project, I would like to ask a few questions for better clarification: 1. Can you please explain more about the nature of your project and business? 2. Is there any dataset available for the system? 3. Are there any specific features/modules that you would like to add? 4. Will there be any specific third-party integrations required? 5. What admin features do you require? 6. Any reference (inspirational) system that you would like to share? Thank you for considering my application. I have put in a placeholder bid and would like to thoroughly discuss the requirements before kick-starting this job, kindly initiate the chat.
$10,000 USD in 90 days
0.0 (0 reviews)
0.0
0.0
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Hi there, thank you for considering us for the job. We understand that you are looking for someone to build a Python system that captures incoming candidates from Lever, stores them in a vector database, and compares them against the candidates in the vector database to provide accurate and reliable results in a timely manner. We believe our experience as well as our skillset make us the perfect fit for this project. We have advanced level of experience with Python and database management which allows us to effectively use & deploy open source models like LLaMA to assess candidates against different criteria for each job. Additionally we understand usage & deployment of vector databases such as Pinecone to store all the talent vectors. Our team is available to discuss further any questions or concerns you may have regarding the project. Please feel free to contact us if there is any way we can assist you further with this project.
$9,999 USD in 7 days
0.0 (0 reviews)
0.0
0.0

About the client

Flag of HONG KONG
Hong Kong, Hong Kong
5.0
6
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Member since Mar 2, 2014

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