Matlab linear regression exampleJobb
Jag söker dig med goda matematikkunskaper för ett miniprojekt. Obligatoriska kunskaper: Komplexa tal. Begreppet analytisk funktion. Elementära funktioner. Komplexa kurvintegraler. Cauchys integralsats och -formel. Taylor- och Laurent-serier. Residykalkyl. Argumentprincipen. Möbius-avbildningar. Du bör ha grundläggande kunskaper i MS word och i tex Matlab.
...the project. ******************************************************************* If you are familiar with AWS programming, this should be a simple task for you. I have included an example C# solution using AWS Transcribe that I need to be working. Example Program: AWS Transcribe documentation: Requirements: • I will create a new AWS free account and will supply credentials. • In my AWS account, configure any IAM role/policy/user/credentials needed to run the example program. • Change the example program to accept credentials (accessKey/secretKey) as arguments passed to the executable. • Ensure that the corrected code successfully converts the speech in the audio file to text
I'm in need of a CSS specialist who can meticulously recreate a graphic using CSS, ensuring the appearance and effects remain consistent across different devices and browsers. Expectations: - Recreate the graphic involving rings/circles, focusing on replicating the gradient color, glow/light sh...track record in creating visually appealing and interactive designs. - Familiarity with various CSS effects, particularly gradient colors, glow, and depth. - Ability to ensure compatibility and responsiveness across different browsers and platforms. Please note that the glow effect should be moderate, ensuring it is noticeable without overpowering the rest of the design. The type of gradient (linear or radial) to be used is open to your creative interpretation. Looking forward to ...
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"I am actively seeking a designer who possesses a profound understanding of branding. Proficiency in Maya, Adobe Suite, 3D Studio Max, and general image editing skills are prerequisites for this role. The brand in question is already well-established; however, it requires a sophisticated refinement while maintaining its appeal. Specifically, this project involves the design of a spirit label. If you lack the aforementioned skills, I kindly request that you refrain from applying or if you are trying to give the work to someone else. When I'm available online, I can provide further clarification. Please understand and NDA will be required to sign.
If you are familiar with AWS programming, this should be a simple task for you. I have included an example C# solution using AWS Transcribe that I need to be working. Example Program: AWS Transcribe documentation: Requirements: • I will create a new AWS free account and will supply credentials. • In my AWS account, configure any IAM role/policy/user/credentials needed to run the example program. • Change the example program to accept credentials (accessKey/secretKey) as arguments passed to the executable. • Ensure that the corrected code successfully converts the speech in the audio file to text using the AWS Transcribe service. Deliverables: • All source code • Instructions
...Anti-Clockwise by 90 degrees. Step 3: After the Servo 2 STOP. Mitsubishi Linear Driver will communicate with Linear Motor moving in backward direction with low Torque and when Mechanically stopped will register the position as END POSITION. The motor will then move forward direction with low Torque and when Mechanically stopped will register the position as START POSITION. Step 4: After the Linear Motor reach START POSITION, Panasonic Servo Driver 2 will Rotate connected Servo motor Clockwise by 90 degrees. Step 5: After the Servo 2 STOP. Mitsubishi Linear Driver will communicate with Linear Motor moving in backward direction with maximum Torque and will stop 1MM (or equivalent steps) before the END POSITION. Step 6: After the Linear Moto...
...workbook should comprise multiple worksheets showing the models, the regression analysis summary, the comparison of model performance, the decision tree, and the calculations you used to answer the task questions that require you to complete in Excel USING SOLVER. -report should be mainly for the economic order quantity (EOQ) analysis and the answers to the qualitative questions. No introduction -1900 word report -There should be at least FOUR worksheets in the Excel workbook. Two of them should show the following two demand forecasting methods that you are required to use to forecast the demand of 5 kg ice bags at Caltex, a petrol station in Melbourne. 1. Moving average 2. Static method. for the other two: summary of the regression analysis for the static method. The ot...
...potential investments Data Source: 200+ proprietary historical records with up to 90 parameters Mentoring requested (to be worked with tech project lead and data engineer): • Data-Preprocessing (missing values, normalization, outliers) • Implementation methods for feature selection (e.g. correlation Analysis, feature importance, etc.) • Identify and run different algorithms (e.g., logistic regression, decision trees, random forests, gradient boosting, neural networks) • Details and rationale behind algorithms selection • Hyperparameter tuning and optimization • Cross-validation • Performance metrics (e.g., accuracy, precision, recall, F1 score, ROC-AUC) • Score Calculation and thresholds • Deployment and Monitoring Tools available: ...
...freelancer who has expertise in utilizing MATLAB R2021a for complex Image Processing tasks. As my requirements are quite specific, it is crucial that the preferred candidate has in-depth knowledge of this software and can make the most of its advanced features. Key Responsibilities: - Conduct comprehensive Image Processing tasks - Utilize MATLAB R2021a to its full potential Ideal Skills and Experience: - Profound understanding of MATLAB R2021a - Significant experience in Image Processing - High problem-solving skills using MATLAB Given the specificity and technical nature of this job, candidates who can showcase samples of their previous work with MATLAB, specifically in Image Processing, will be prioritized. This is an opportunity for seaso...
...tuning methods is required. Previous experience with PI tuning is beneficial. Currently, MATLAB/Simulink is being used for modeling and system simulation, hence proficiency in it is crucial. Ideally, the candidate will have extensive experience using MATLAB for complex motor control simulations. However, I haven't defined the specific tuning methods to be used which leaves room for a range of strategies. The right candidate may suggest an efficient solution based on their past experience and knowledge. Overall, I am looking for someone to impart a level of dynamism and precision to the motor control that it currently lacks, by better tuning the PI controllers. Skills required: - Proficiency in MATLAB/Simulink - Solid grasp of field oriented control - Exper...
I am looking for an expert with solid experience in Fiel...looking for an expert with solid experience in Field Oriented Control (FOC) of Permanent Magnet Synchronous Motors (PMSM) who can help tune my PI controllers for more precise speed control. Here are the specifics: - I have an established model using MATLAB/Simulink, and the PI controllers are already implemented. - The key outcome I want is to enhance the accuracy of the speed response. The ideal candidate will have: - Extensive knowledge and experience with PMSM and FOC. - Proven background in tuning PI controllers. - Strong proficiency in MATLAB/Simulink. Your task will involve analyzing the existing model, suggesting enhancements for the PI controllers, and implementing these changes to achieve a more precis...
...seeking an experienced developer to convert the SPM12 GUI interface, currently built on the MATLAB compiler, into a Python application. The source code for SPM12 is available at SPM12 GitHub repository Objectives: • Translate the entire SPM12 codebase from MATLAB to Python while maintaining functionality. • Develop a Python-based GUI that replicates the current MATLAB interface. • Ensure the converted application integrates well with Python scientific computing stacks. Key Deliverables: • A fully functional Python version of SPM12. • Source code with comments and documentation. • A user guide for the Python-based GUI. Skills Required: • Proficiency in MATLAB and Python programming languages. • Experienc...
...Consultancy services for a few major international tech firms. Projects and work are continuously available so there is plenty of work weekly We will work through remote working software to connect to our local machines using this software, not the other way around so there is nothing to worry about your privacy. Testing will be done on Windows desktop and will mainly involve QA checks and regression Testing of certain software. All testing done are on confidential pre-release test builds so discretion of what you test IS IMPORTANT. Please acknowledge this in your proposal. An NDA will be signed in this regard. I require someone with excellent IT skills and a very good command and understanding of written English with the ability to fluently understand oral and written instruc...
We are seeking an experienced skilled Raspberry Pi developer for an exciting machine workflow using Raspberry Pi and servo motors. The project involves developing software for control, and integrating the Modbus TCP/IP protocol. The successful candidate w...successful candidate will demonstrate expertise in Python programming, servo control, and Modbus communication. Phase 1: Set up the Raspberry Pi 4b to control servo motors and configuring communication with the Panasonic Minas Driver and Panasonic Servo Motor. Install Modbus server software and develop custom Python scripts for Modbus communication and servo motor control. Phase 2: Control Iron Core Linear motors and configuring communication with the Mitsubishi Driver . This can turn into a long term project for the right ...
I'm looking for an expert in numerical analysis who can help me with a range of tasks. Here's what the job involves: - Solving Linear Equations - Interpolation - Integration While I haven't specified a programming language in the options, I'm currently working on this project by hand. If you're proficient in Python, MATLAB, or C++, your insight into these languages might be helpful. The project is urgent and needs to be completed ASAP. If you're skilled in numerical analysis and can deliver quality work under tight deadlines, I'd love to hear from you.
I'm looking for an experienced mobile automation tester who is proficient in Appium and T...testing to work for both Android and iOS. This includes setting up the necessary environment for this cross-platform testing. - Types of Tests: I'd like to automate Functional, Regression and Performance tests. The freelancer should have a strong understanding and experience in automating these specific types of tests. - Devices/Emulators: The tests should be performed on any available device. There is no specific device or emulator requirements. Ideal Skills: - Proficiency in Appium and TestNG framework - Experience in cross-platform mobile testing (Android and iOS) - Proven background in automating Functional, Regression and Performance tests - Ability to work with any a...
I'm looking for an experienced mobile automation tester who is proficient in Appium and T...testing to work for both Android and iOS. This includes setting up the necessary environment for this cross-platform testing. - Types of Tests: I'd like to automate Functional, Regression and Performance tests. The freelancer should have a strong understanding and experience in automating these specific types of tests. - Devices/Emulators: The tests should be performed on any available device. There is no specific device or emulator requirements. Ideal Skills: - Proficiency in Appium and TestNG framework - Experience in cross-platform mobile testing (Android and iOS) - Proven background in automating Functional, Regression and Performance tests - Ability to work with any a...
I'm seeking an experi...project involves algorithm development to achieve our cooling optimization goals. I will forward you a report where they've used Genetic Algorithm method to optimize parameters. She has used four flux theory to predict optical properties for different particle parameters. you should not optimize the reflectance... in your work, you should optimize the cooling power Requirements: Proficiency in MATLAB Strong background in optics, material science, or related fields. Experience with genetic algorithms and parameter optimization techniques. Excellent communication skills and ability to work independently. Nice to have: Familiarity with four-flux models and scattering transfer equations. Previous experience with Lorenz-Mie theory an...
I'm searching for a freelancer with intermediate Matlab skills to help optimize the energy efficiency of a battery system for renewable energy applications. Key Project Requirements: - Optimize battery system for energy efficiency: The primary focus of this project is to ensure that our battery system operates with maximum energy efficiency. This involves assessing current battery performance and implementing improvements in its energy consumption. Ideal Candidate: - Intermediate Matlab Proficiency: The perfect candidate for this project should be proficient with Matlab, having experience in battery system optimization. Previous work in the field of renewable energy systems would be a bonus. The goal of this project is to enhance the energy efficiency of our ba...
I require a skilled Matlab expert with a strong background in image processing techniques. Key requirements include: - Proficiency in image processing algorithms - Experience with feature extraction and object detection - Ideally, a track record of working with various image formats The successful candidate will need to understand the specific needs of my project and connect them with the most suitable image processing techniques available in Matlab. This may involve implementing and testing different solutions to meet project goals. Please note that as I have not specified the image format, experience with a range of formats would be advantageous. I look forward to reviewing your portfolio and discussing how you can support this exciting project.
To begin, we’re on the hunt for a highly skilled and experienced freelancer with a strong background in both economics and finance. Specifically, we require your proficiency in Stata and Matlab coding as well as a deep understanding of the Ramsey-Cass-Koopmans growth model. For this project, your responsibilities include but won't be limited to: - Coding in Stata and Matlab with proficiency. - Accurately interpreting and utilizing the Ramsey-Cass-Koopmans growth model. - Applying your economic and financial knowledge for effective economic modeling. We're looking to complete an advanced level of economic modeling. Therefore, you will need to demonstrate a high degree of competence and experience in complex economic theories, principles, and modeling. Your ...
I'm looking for a skilled Matlab expert who has a thorough understanding of communication systems, particularly in analyzing waveforms across various domains. Key Tasks: - Signal Processing: You should be able to process signals effectively, extracting necessary information with precision. - Modulation and Demodulation: Experience with encoding and decoding signals is crucial. - Timing and Synchronization: A meticulous understanding of the coordination of signals over time. - Antennas: A good handle on the properties, function, and deployment of antennas. - Propagation and Noise: Ability to assess signal movements and noise interference. Ideal Candidate: - Proficient in Matlab and its functionalities - Experience in Telecommunications, Satellite, and Sound Wave commun...
I'm seeking a skilled professional in Matlab, Simulink, and HDL Coder, with a profound understanding of FPGA, particularly the Kria SOM platform. Key Project Details: - The primary goal is to implement an Object Detection DNN on the Kria SOM FPGA. - The approach is real-time video processing, hence the need for efficiency and speed. - The system should be based on the YOLO model, which is pre-trained on the COCO dataset. - The FPGA resource utilization should be analyzed using HDL Coder by running the FPGA in a loop with MATLAB. Ideal Candidate: - Proficient in Matlab, Simulink, and HDL Coder. - Experienced in implementing DNNs on FPGA, particularly Kria SOM. - Knowledgeable on real-time video processing. - Familiarity with the YOLO model and COCO dataset. - Cap...
I am working on a classification problem with logistic regression and L1 and L2 regularization. I have a code that kind of works but it needs to be cleaned up and checked that it employs the right methods.. more details will be shared over a chat
I need a minimal working example of PPPOS in IDF framework v4.4.7. The requeriments are: - Minimal example with SIM800L modem. - Create and configure esp_netif for PPP (create the driver, and task to receive data from modem and send to esp_netif) - Configure the modem via AT commands (PPP conection ATD*99#) - After succesfull connection, make a http request for testing. The most important thing: DO NOT USE esp_modem component. The example must do not use any component, simply the esp_netif API.
I need a proficient Matlab user who can help me Deadline: 3 days
...need assistance to accomplish two specific tasks for my impending project that involves a deep-dive into financial econometrics using R: 1. Regression Analysis: Applying my real-world data, there's a need to execute an efficient regression analysis. The aim isn't to predict future values but to identify significant variables inherent in the dataset. 2. Model Evaluation: Post regression analysis, your expertise will be needed for a thorough model evaluation, ensuring the accuracy of the identified variables and assessing the overall performance of the model. Ideal applicants should possess robust experience in R, financial econometrics, regression analysis, and model evaluation. Familiarity with real-world finance data would be an added advantage...
I'm in need of a skilled Matlab expert that can assist me with an image detection project. The particularities of the images, real-time versus offline processing, and the output format are all flexible and can be discussed according to your expertise and recommendations. Key Requirements: - Proficiency in Matlab - Previous experience in image detection - Ability to discuss and decide on the most suitable approach and output format Feel free to share your relevant experience and suggestions to ensure the project goes smoothly. Looking forward to working with you.
I'm seeking an experi...project involves algorithm development to achieve our cooling optimization goals. I will forward you a report where they've used Genetic Algorithm method to optimize parameters. She has used four flux theory to predict optical properties for different particle parameters. you should not optimize the reflectance... in your work, you should optimize the cooling power Requirements: Proficiency in MATLAB Strong background in optics, material science, or related fields. Experience with genetic algorithms and parameter optimization techniques. Excellent communication skills and ability to work independently. Nice to have: Familiarity with four-flux models and scattering transfer equations. Previous experience with Lorenz-Mie theory an...
...requirements: - Enhanced security mechanisms - Robust and reliable architecture - Ease of integration with APIs and third-party systems 5. Deliverables The service provider must provide: - Complete documented source code - Detailed technical documentation (architecture, flows, data models) - Installation, configuration, operation, and maintenance procedures - Test plans for unit, integration, and non-regression testing 6. Organizational Aspects The service provider must also manage: - Implementation of functional and technical acceptance procedures - Assistance with initial deployment and knowledge transfer - Technical support for a certain period The service provider is invited to respond by detailing its proposals for each of the points listed above and must have experi...
...critical assistance for an aerospace design project I'm currently working on. The tasks at hand include: - Answering a set of questions related to the project - Deriving concepts based on the information provided - Using MATLAB to conduct an aerodynamics analysis The main focus of this project is to improve the aerodynamics of the aircraft, which ultimately aims to enhance the overall efficiency and performance. This is a time-sensitive task, so I'm in need of someone who can deliver within the same day. Ideal Skills: - Aerospace engineering background - Proficiency in MATLAB for aerodynamics analysis - Strong problem-solving and concept development skills - Ability to work under tight deadlines Your expertise will be crucial in ensuring the success of this p...
As a communications engineer needing assistance with Natlab programming, I require a professional, preferably with a background in my field, to convert and integrate specified intermediate-level algorithms into MATLAB code. The project will entail the following: - Familiarizing yourselves with the existing code. - Converting given algorithms into MATLAB code. - Implementing the newly created MATLAB code into the existing code. Ideally, you should have a solid grounding in debugging, performance optimization, and feature implementation. This role needs an individual with a keen eye for detail and an understanding of the inner workings of the Natlab program, especially in communications engineering. Previous experience with similar projects would be an added advant...
I'm seeking a proficient data analyst with strong statistical analysis capabilities. Your main responsibilities will be: - Data Cleaning & Preparation: This includes cleansing the data from any incomplete records, duplicates or errors. - Statistical Analysis: You'll need to conduct a thorough statistical analysis of the data, utilizing regression analysis specifically. The project will involve various types of data including numerical, categorical, and textual data. Since we'll be working in a professional environment, knowledge and proficiency in MS Office is a must. This includes Excel, PowerPoint, and Word. Ideal candidates should be well-versed in data analysis and have a strong statistical background. Proficiency in using MS Office is also a key requi...
I have collected the dataset in CSV format and now require an expert to develop a multi-class logistic regression model for me. Key requirements: - The dataset is ready and available in CSV format which can be used for the model. - You should have expertise in developing logistic regression models for multi-class classification. - Proficiency with Python is a must as I prefer the model to be developed using this language. Technical Requirements: Proficiency in Python and familiarity with libraries such as NumPy, Pandas, Keras, and TensorFlow. Knowledge of statistical learning, logistic regression, and gradient ascent optimization. Ability to write clear and concise documentation and well-commented code.
I'm seeking a Python expert to develop a solution for a resource allocation problem that involves both the Knapsack Problem and linear programming (LP) models. Key Requirements: - This project is focused on resource allocation, so the main goal is to craft an algorithm that can efficiently solve the classic Knapsack Problem. - You will also be required to incorporate LP models in the solution to enhance the resource allocation process. Skills & Experience: - Proficient in Python for algorithmic problem-solving and have a solid understanding of optimization techniques. - Experience in working with LP models and understanding of how to apply them in real-world resource allocation problems. - Previous experience in developing command-line interfaces for solutions - as this ...
... ideally should be less then 30-40 usec (with 10 nsec floating point athematic operations) so that total processing time for channel is 300-400 used leaving processor enough time for other task like display , printing , storage, 6. Algorithm code & associated lib to be provided in C for ARM compiler. Source Code to be provided. 7. Algorithm / code first to be tested on simulator platform like MATLAB 8. Algorithm / code after testing on simulator will be tested on actual hardware.I'm seeking an experienced embedded engineer to work on a medical heart rate monitoring device. The project involves real-time signal processing through algorithms on a Digital Signal Processor (DSP). Key Responsibilities: - Implementing heart rate monitoring algorithms in C/C++ on an embedded...
Looking for an expert in MATLAB to assist in developing algorithms for DOA estimation using the ESPRIT, Capon, and MUSIC algorithms. While I am not certain if data collection has already been completed, there is a specific dataset on hand for testing purposes. Key responsibilities will include: - Developing ESPRIT, Capon, and MUSIC algorithms in MATLAB - Possibly helping in DOA estimation data collection - Running these algorithms on a provided dataset An ideal candidate for this project would have: - Extensive experience in algorithms development using MATLAB - Understanding of DOA estimation and significant proficiency in ESPRIT, Capon, and MUSIC algorithms - Experience in managing and preparing datasets for testing. Please ensure you speak to your experience...
...individual to assist in the development of a Wireless Sensor Network (WSN) simulation . The main focuses of this project include performance evaluation, energy consumption analysis, and routing protocol comparison. Key Requirements: - Previous experience in WSN network simulation - Able to develop a proprietary MAC protocol - Proficiency in relevant programming languages and software such as NS2/NS3, MATLAB, or OMNeT++ - Strong understanding of WSN system design Your primary role will be to help me create a comprehensive simulation that accurately represents a WSN network, as well as develop and test a proprietary Medium Access Control (MAC) protocol. This will require a keen eye for detail, a solid understanding of network architecture, and a strong background in programming a...
I need a Matlab specialist for a project.
I'm searching for a freelancer with intermediate Matlab skills to help optimize the energy efficiency of a battery system for renewable energy applications. Key Project Requirements: - Optimize battery system for energy efficiency: The primary focus of this project is to ensure that our battery system operates with maximum energy efficiency. This involves assessing current battery performance and implementing improvements in its energy consumption. Ideal Candidate: - Intermediate Matlab Proficiency: The perfect candidate for this project should be proficient with Matlab, having experience in battery system optimization. Previous work in the field of renewable energy systems would be a bonus. The goal of this project is to enhance the energy efficiency of our ba...
I'm in need of a proficient Simulink designer to assist me with a PID Control System Design project. The focus is on Position Control System. The project requires the following: - Expertise in Simulink and control system design - Knowledge of PID control development and its application in Position Control System and Car suspension Skills & Requirements: - Proficiency in Matlab and Simulink - Advanced knowledge in Control System Design - Prior experience with Position Control Systems and Car suspension - Extensive experience with PID control and electrical actuator Your task would be: - Design a PID control for a position control system - Implement this design in Simulink - Test and refine the system to ensure accurate and optimal performance. I look forward to heari...
...Candidate: - Extensive experience with IoT and its applications - Proficient in Python development and cloud data management - Comprehensive understanding of supply chains, specifically in lithium-ion battery manufacturing - Familiarity with PLC & SCADA, Edge Computing, wireless sensors and gateways - Strong research writing skills to aid in the comprehensive explanation of findings - Knowledge of MATLAB and Statistical Analysis tools would be an advantage. Your contribution could profoundly impact the efficiency and resilience of lithium-ion battery supply chains. Your work will not only provide immediate value to this research project, but could also shape the future, environmentally-friendly energy solutions. The candidate must have a research mind and familiar with AI-...
I am in immediate need of a Senior Machine Learning Engineer who has an advanced level of experience in the field. Your expertise in machine learning should be well-proven and you should be able to demonstrate this with your resume. Key Skills & Expertise: - Advanced level of experience in machine learning - Direct experience with Decision Trees, Logistic Regression, and Neural Networks - Previous engagement with Fraud Analytics projects is a must - Exceptional analytical and problem-solving skills Your primary responsibility will be to apply your machine learning skills to a fraud analytics project, so previous experience with similar projects is highly beneficial. If you have the right experience and can provide a resume demonstrating your qualifications, I would be keen ...
I need a scheduleing algorithm to be implemented in matlab using OOP. Most of the classes are given.
I'm seeking a skilled designer with a knack for creating modern, minimalist logos. For this project: - I currently do not have a logo, so your expertise will be the foundation of my business's brand. - I'm looking for a sleek, clean design in beige and black, featuring linear, geometrical elements. - I aim for the colors to both embody a level of sophistication and be representative of the company ethos. Ideal skills and experiences should include: - Extensive expertise in logo and graphic design. - Proficient with modern design trends, especially minimalist design. - Strong understanding of color theory and application. - Previous experience in creating brand identities is a plus. Your creativity and innovative ideas are welcome. Together, let's breathe li...
I'm in need of a basic conceptual model for an Engineering project using Matlab Simulink. Key Points: - The task involves creating a basic conceptual model. - The domain of the project is in Engineering. You might be working with structures, mechanical systems, electronics or similar. - The model doesn't need to be overly detailed or complex, it just needs to demonstrate the concept. Ideal Skills: - Strong understanding of Engineering concepts. - Proficiency in Matlab Simulink. - Ability to translate complex ideas into simple, clear models.
I'm seeking support in creating a MATLAB simulation closely tied to physics concepts, with a specific focus on Classical Mechanics. The candidate should ideally have: - Proficiency in MATLAB coding - A strong understanding of physics, particularly, Classical Mechanics - Experience with simulations modeling physical dynamics Your main role will involve translating these complex physics principles into an engaging and accurate MATLAB simulation. A firm grasp of mathematical equations and underlying theory is a necessity for this project. Please share relevant experience when applying.
...and test scripts to verify software application functionality, performance, reliability, and security. 4. Should have knowledge of Page Object Model Implementation. 5. Identify, isolate, and report defects, and work closely with the development team to ensure timely resolution. 6. Maintain and enhance the automation framework, test infrastructure, and test data management systems. 7. Perform regression testing to ensure new changes do not affect existing functionality. 8. Analyze test results, track defects, and provide timely and accurate status reports to stakeholders. 9. Continuously research and stay up-to-date with emerging trends and best practices in automation testing. 10. Collaborate with the QA team to identify areas of improvement in the testing process and contribute ...
