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Python/ML Expert to Optimize API Speed

₹1500-12500 INR

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Julkaistu noin 2 kuukautta sitten

₹1500-12500 INR

Maksettu toimituksen yhteydessä
I am currently seeking a professional with a strong background in Python and Machine Learning to help debug an issue with our API response time. The specific issue is related to REST API response which is currently running in the 2-digit millisecond range. I am running FastAPI + Uvicorn server setup on EC2 instance. I am using 4 Uvicorn workers and 4 celery workers on 8vCPU Ec2 instance. I am performing very simple task. I get data on post API, schedule background task using celery and return response immediately. For this simple task if I send 40 concurrent request at sec, I get p99 as 600 ms which is very high. It should be within two digit. Can you help me debug this issue ? Key Project Details & Requirements: - Debugging: You'll need experience in debugging machine learning models, specifically those with a data preprocessing error. - REST API: Any experience with API response time optimization, particularly REST API, would be highly beneficial. - Communication: A professional approach to problem-solving and communication is a must as you will be required to explain technical problems in a comprehensible manner. If you can help us reduce our API response time, your experience in the above would be invaluable. Looking forward to hearing from you.
Projektin tunnus (ID): 37810536

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7 ehdotukset
Etäprojekti
Aktiivinen 9 päivää sitten

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7 freelancerit tarjoavat keskimäärin ₹7 914 INR tätä projektia
Käyttäjän avatar
With over a decade of industry experience, we at NCS are familiar with the intricate aspects of Python development, Amazon Web Services, and Linux optimization that are key to tackling your API response time issue. We have comprehensive expertise in REST API optimization and understand the significance of prompt responses in order to enhance customer experience. Drawing on this knowledge, we will accurately diagnose your specific problem with FastAPI+Uvicorn server setup and devise an effective solution within your desired parameters. Our proficiency extends beyond mere debugging; at NCS, communication is a foundation we heavily emphasize on. We understand the value in translating complex technical issues into more accessible terms for non-technical stakeholders. Hence, you can expect regular updates and explanations throughout every phase of our collaboration. Partnering with us would mean not only leveraging on our technical know-how but also tapping into our unwavering commitment to maximizing business investments. We seek to streamline your technology infrastructure to adapt swiftly to dynamic market changes and optimize costs where possible. Choose NCS for a transformative IT journey that will liberate you from current technological constraints and deliver comprehensive solutions driving lasting stability and growth.
₹12 500 INR 7 päivässä
5,0 (17 arvostelua)
4,5
4,5
Käyttäjän avatar
⭐ Hi, My availability is immediate. I read your project post on ML/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
₹9 900 INR 2 päivässä
4,3 (17 arvostelua)
4,1
4,1
Käyttäjän avatar
With over 7 years of diverse experience across a multitude of technologies, I am confident in my ability to deliver exceptional results for your project. From HTML to React Native, from AI/ML to database management, I possess a comprehensive skill set to tackle any challenge. My track record of successfully completing international projects speaks volumes about my dedication to quality and security. I offer competitive pricing without compromising on the excellence of the final product. Some of my notable works include mobile applications like Easy Grade Cameron and chat applications built with Flutter, as well as e-commerce solutions developed using React Native. Additionally, I've spearheaded AI/ML projects ranging from weather prediction to medical data analysis. Let's discuss your project requirements further, and I'll ensure a seamless journey from conception to execution. Your satisfaction is my priority.
₹1 500 INR 7 päivässä
0,0 (0 arvostelua)
0,0
0,0
Käyttäjän avatar
Hi Greetings! We are a team of software developers. We have developers working on almost all the technologies. We will assign you a project manager who will assist you during the entire process of project completion. We will provide you with fast, timely, and on-time delivery at reasonable and minimum cost. We are a registered company located in Indore, India. We are available right now for the project discussion and can start the project on an immediate basis. We understand your project requirement We have 12 ++ years of experience in design and development. We can handle projects from small styling to full development from scratch. We will provide a good result in a short time and satisfy you fully. We have experienced developers in Python Linux Software Architecture Machine Learning (ML) Amazon Web Services WHY-Us: » Ready to Start on an Immediate basis &provide proper Testing. » Keep your Data & Website Secure: Daily Progress Updates. » You will get 30 days FREE BUG-SUPPORT even after Project-Completion Please come in touch and let's discuss more detail about your task via chat. Project milestones will be decided during the chat. Thanks and Regards Tech India
₹12 500 INR 5 päivässä
0,0 (0 arvostelua)
0,0
0,0
Käyttäjän avatar
Hello! I have read your project and will be able to help you optimize and debug the api I have good experience in machine learning and have previously used fast api and uvicorn on a project Would love to discuss more about the project Thanks for considering my proposal :)
₹2 000 INR 1 päivässä
5,0 (1 arvostelu)
0,0
0,0
Käyttäjän avatar
I am writing to express my interest in your project. As a professional with a strong background in Python and Machine Learning, I am confident that I can assist you in debugging the issue with your API response time. I have extensive experience in debugging machine learning models, particularly those with data preprocessing errors. I am also well-versed in REST API and have previously worked on optimizing API response times. Your project involves a FastAPI + Uvicorn server setup on an EC2 instance, which is an environment I am familiar with. I understand that you are currently facing an issue with high response times when sending 40 concurrent requests per second. I am confident that I can help you debug this issue and optimize your API to achieve a response time within the two-digit millisecond range. In terms of communication, I pride myself on my ability to explain technical problems in a comprehensible manner. I believe that clear and effective communication is key to successful problem-solving. I look forward to the opportunity to work with you on this project and help you reduce your API response time. Thank you for considering my bid.
₹7 000 INR 7 päivässä
0,0 (0 arvostelua)
0,0
0,0

Tietoja asiakkaasta

Maan INDIA lippu
Bengaluru, India
0,0
0
Maksutapa vahvistettu
Liittynyt lokak. 28, 2015

Asiakkaan vahvistus

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