Python Developer for Stress Testing Models
£5-10 GBP / hour
I am seeking a Python Developer to assist with a project involving stress testing models that are currently encountering memory issues when processing full datasets. As locations are added, the models take up excessive memory, slowing performance speed significantly. Your primary task will be to get these models functioning efficiently again.
Key Responsibilities:
- Diagnose and resolve issues related to data handling techniques causing memory overflow.
- Optimize the use of our neural network models for stress testing.
- Enhance the performance speed of our models to improve overall efficiency.
Ideal Skills and Experience:
- Strong Python experience, particularly with large datasets.
- Proficient understanding of modelling and analytics.
- Numerical and statistical coding skills.
- Experience with Python libraries for large datasets such as Polars and Spark.
- Familiarity with the Software Development Lifecycle, particularly unit testing.
- Understanding of memory processing and able to lead engagement.
- Financial Services/Banking experience preferred.
- Credit Market Risk modelling experience an advantage.
Your ability to improve our model performance speed will be key to handling larger datasets and ensuring model accuracy in the future.
Project ID: #38784096
About the project
33 freelancers are bidding on average £11/hour for this job
Hello, I understand you need a skilled Python Developer to tackle memory overflow challenges in your stress testing models. With my strong background in Python, especially working with large datasets, I am confident I More
With over a decade of experience in IT, my skills span a myriad of crucial domains for this project, starting with my advanced Python expertise. I am well-versed in handling large datasets and have a keen understanding More
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 s More
Hello Greetings, After reviewing your project description, I feel confident and excited to work on this project for you. But I have some crucial things and queries to clear out. Please leave a message on chat so we c More
Hello there, I am a Data Analyst by practice, and by using Python, I can help you discover facts from your data pool. I have the expertise to perform data analysis and visualizations utilizing various libraries and tec More
Hi there, I have hands-on experience with memory management and optimization, which should prove invaluable to this project. In fact, I regularly leverage my robust skills with libraries like Polars and Spark in order More
Hey Mate , Good morning! ⚡⚡⚡I HAVE READ ALL YOUR REQUIREMENTS VERY CAREFULLY AND UNDERSTOOD WHAT YOU WANT.⚡⚡⚡ As a top developer with extensive experience in Software Architecture, Statistics, SPSS Statistics, Machin More
❤️❤️Hi ,❤️❤️ I am Artur, a seasoned Web Developer with nearly 6 years of experience in Software Architecture, Machine Learning (ML), SPSS Statistics, Statistics and Python. After reviewing your project details, I am More
Greetings! How are you today? Thanks for posting this job. I have checked your project description. ✅I'm AI engineer also Developer with 6+ years experiment.✅ I am very familiar to Deep learning such as Tensorflow an More
Hello, How are you today? Thanks for your posting. You want to get model to measure stress. and analysis it using python AL/ML. I have good experience for working on it. Let's connect's via chat. thanks
Hello there, To address your memory and speed challenges, I propose starting with a deep analysis of the current data-handling and processing methods. My initial steps will focus on identifying specific inefficiencies More
Hello Senthil5791, We are Codenia Technologies LLP, a software architecture company with over 10 years of experience. We have carefully reviewed your project requirements regarding stress testing models encountering m More
Hello! I am confident I can complete the task. I just started my work here and would really appreciate your support in helping me complete this task and leaving the first review. Best regards!