Anomaly Detection Model in Observability Data

I am a skilled Python data scientist with expertise in developing anomaly detection models. I can effectively detect unusual behavior patterns and identify potential failures in microservice observability data. My critical thinking and technical skills will ensure the development of a robust and efficient model. I will filter, implement, and build a generic and unsupervised anomaly detection model as per your project milestones. Let's discuss further details and cost.

*** Python Expert for your Anomaly Detection Model project *** I read your project description very carefully. I have a deep understanding and experience in the areas of python that you mentioned. I've previously worked on so many projects for other employers. Here is my profile URL: https://www.freelancer.com/u/Fazeennazar Check out my past reviews and skills. So, I would like to go through more specific discussions with you to provide successful results. Thank you, Mohamed F.

Hi there, I have read your project description and i'm confident 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

Hello Mate, As a proficient data scientist with expertise in Python, I'm well-equipped to develop an anomaly detection model for your project. With a focus on detecting unusual behavior patterns and identifying potential failures, I'll leverage my skills to utilize logs and traces from your microservice observability data effectively. Your project milestones align perfectly with my approach, and I'm committed to delivering results at each stage, from data cleanup and feature engineering to model development and rigorous testing. With a balance of critical thinking and technical skills, I'll ensure the development of a robust and efficient model that meets your requirements. I'm eager to collaborate with you, filter through ideas, implement techniques, and build a usable model that is generic and unsupervised. Let's work together to make your project a success. Looking forward to discussing further. Please note that this is a placeholder proposal, we can be more specific once we get all the requirements and information required to execute the project.

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.

Hi, How are you? Very happy to bid your project because my skills are fitted in your project. I am a AI engineer with 8 years of experience in machine learning, deep learning, data science, OCR, NLP and AI. I am very familiar with YOLO, GPU, Mediapipe, Generative Adersarial Network, openAI, Mask R-CNN, CNN, RNN, GAN, LSTM, SVM, reinforement learning, opencv, Pytorch, tensorflow, keras, tesarret Pandas, sklearn and so on. I have the proven records on develop an anomaly detection model. I can do the utilizing logs and traces from microservice observability data. If you send the message , we can discuss the project more. Thanks.

Hello, How are you? I have 6+ years experience in Machine Learning, Deep Learning and NLP. I can assist you with this project and deliver it as soon as possible. Please leave a message through chat so that we can discuss the details of the project.

I can do it. As 9+ years experiences in these field. I can give good quality work. I have read the guidelines of your work.I believe that i can provide you the best quality works you are anticipating from this platform give me a chance to show you the best i can do at your service.

With over 6 years of experience as a Full Stack Developer specializing in languages like Java, C++, C#, and, most importantly, Python, I have developed a solid grip on Data Science and Machine Learning techniques that are imperative for this project. My understanding and application of Algorithms and my expertise in developing Anomaly Detection Models make me an ideal fit. Additionally, I have previously collaborated on several projects that required log analysis and tracing data - honing my skills in microservice observability data. Your project milestones align perfectly with my preferred way of approaching any project. I believe in thorough planning before diving into data-related tasks, followed by a focus on sufficient Data Cleanup and Feature Engineering to optimize machine learning models. Then comes the most exciting part - model development! This is where I truly shine as I am seasoned in unsupervised machine learning techniques. Ultimately, what differentiates me from others is my excellent analytical skills complemented by proficiency in Python libraries such as Pandas, NumPy, and Scikit-learn – they will unequivocally assist me in crafting a robust and efficient model for your unique needs. I assure you that I am utterly dedicated to delivering the best solution possible within your budget – ensuring the success of the project. Let’s get started on filtering, implementing, and building a usable model that ticks all your preferences!

Hi, I am a professional Python programmer and highly experienced in machine learning, especially in anomaly detection. I read your description; thanks for providing clear milestones. I am confident that I can deliver an accurate unsupervised model. Please send me a message to discuss further. Best wishes, Ehsan

I will show you my recent projects related to Anomaly Detection Model 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.

Hey there! Picture this: your project, but even better. I've got skills that'll make your ideas sing and your goals soar. Let's chat and make some awesomeness happen together. Trust me, it's gonna be epic!

Hi, I am ML Engineer and have worked on anomaly detection models in time-series data and healthcare-related data. Can you please give more details on the data, and also please share related papers to review? Do you have failures labeled in the dataset? Do you have a definition for the pattern anomaly? Please feel free to contact me to discuss more. Thank you! Regards, Nagaraju

Hi. Thanks for your posting. I have just read your proposal and I am sure I can complete the project on time. I am an expert in ML/DL who has many years of experiences. Please contact me to discuss the project in more details. Waiting for your contact now... Thanks. Best Regards.

Hi , How are you doing? As a professional developer with expertise in Python, Machine Learning (ML) and Tensorflow, I eagerly anticipate the opportunity to complete this project for you. Please drop me a message to discuss the project detail. Thank you for considering my services.

Hi, ! I have worked with similar projects so that I can provide you with a satisfied result. Having confirmed the job posting "Anomaly Detection Model in Observability Data", I truly feel that you're looking for ambitious, creative and nice people who are expert in Tensorflow, Python and Machine Learning (ML). I am fully available to get started on your project immediately and you will find it interesting to discuss the project details. Regards Nina.

Hi, I've read your description carefully. I have full experience with Python, ML. I've also worked on several similar projects before. So I can complete your project with high quality on time. Looking forward to hear more about the project from you via chatting. Thanks & Best regards!

Hi, neelkush, I have thoroughly reviewed the project description for developing an anomaly detection model in observability data using Python and Machine Learning techniques. Your requirements for detecting unusual behavior patterns and potential failures in microservice observability data are clear and well-detailed. To ensure the successful development of the anomaly detection model, I would like to inquire about the specific types of logs and traces that will be provided for training the model. Additionally, could you please provide more insights into the existing infrastructure and tools used for observability data collection? Based on the outlined project milestones, I propose a solution that involves a systematic approach to data cleanup, feature engineering, model development, and rigorous testing to ensure the model's accuracy and efficiency. I appreciate the opportunity to contribute my expertise in Python and Machine Learning to build a robust and generic anomaly detection model for your project. I am open to discussing further details and collaborating closely to meet your project objectives. Please feel free to schedule a meeting or continue the conversation through chat to explore how we can proceed with this project. Best Regards, Rahul

Hi, I am Deepak Kumar, working at spacetech company. I have experience in Machine Learning, Deep learning, Generative AI, etc with core knowledge from computer vision to data science. I have the required expertise in data analysis, statistical modeling, and Python with tools like PyTorch, scikit learn and knowledge of cloud computing platforms of GCP. I am sure I could be a great help to you. I hope we can collaborate. Regards, Deepak

Hello, Thanks for your job posting. I have read your project descriptions and I am confident that I can be a perfect candidate for your job. Recently I have developed AI project and if you want I can show you that and explain. The most interesting part is your milestones. I think you are an organized person and I love to work with milestones because it makes our work convenient. I am ready to discuss the details with you and willing to start work asap. Please reach me out and discuss more. Let's make your goal REAL!