Wormhole attack detection ns2 trabalhos

I need to install the ZeroMQ library and dependencies on my hostgator server because I want to install the Xibo cms server that requires it. Information about him: I managed to install but it is not detected by apache and cms during installation is not seeing. I would like this to be done via ssh or anydesk seassion if access to cpanel whm is...dependencies on my hostgator server because I want to install the Xibo cms server that requires it. Information about him: I managed to install but it is not detected by apache and cms during installation is not seeing. I would like this to be done via ssh or anydesk seassion if access to cpanel whm is needed. I don't need configuration or anything related to that just proper installation and detection by cms (xibo cms) which I'...

...e com os modelos de interface já preparados, a ideia é concluir o formulario de cadastro que já esta parcialmente pronto, falta salvar a foto que será feito o upload no formulario e enviar os dados inseridos no mapa para tabela de que contem as informações de latitude e longitude e id do que esta sendo cadastrado, tambem preciso que seja feito uma interface que utilize a API da Azure de Face detection e faça a comparação entre a foto que o usuario enviou no cadastro e uma que ele pode realizar o upload e retorne para o usuario se as imagens coincidem ou não. Este projeto tem um prazo de 10 a 18 dias para ser feito vai depender do quanto tempo vai ser levado para firmarmos o serviço. Estarei disponivel...

Preciso de um programador python para criar uma extensão (Pluguin) em um bot chamado phbot que permite extensão em python preciso fazer um auto attack para esse bot para poder atacar jogadores em mode de trabalho (JOB) em um jogo chamado Silkroad Online

Preciso de um aplicativo de "Beat Detection" para monitorar o funcionamento de algumas ordenhadeiras. As ordenhadeiras possuem barulhos diferentes porém o padrão é basicamente o mesmo. Valor a negociar.

Preciso de um aplicativo que faça a leitura sonora do motor de uma maquina, o barulho desse motor provoca pulsos (estalos em suas válvulas +- 60 por segundo). O Aplicativo em Android para Smartphone, deve ler e informar com precisão a quantidade de pulsos lidos em 3 minutos de contagem. Observações: - O aplicativo deve ser capaz de desprezar poluição sonora feita pelo próprio motor, lendo apenas os estalos (tenho amostra do som para passar). - O Aplicativo será usado em várias maquinas e ambientes diferentes, algumas maquinas com sons mais abafados e outras com sons mais nítidos, o aplicativo deve ser inteligente o suficiente para entender isso, pode ser usado alguns segundos de calibragem. - Eu quero o cód...

I need a tool that will help me process a large amount of images by cropping them automatically to a landscape format. Project UI Link: Key Features: - Image formats supported: JPEG, PNG - Output dimensions: landscape (width > height) - Automatic detection and cropping of the main subject of the image is preferable or that can be selected as need. Ideal Freelancer: - Proficient in image processing and recognition - Experience with automation scripts - Strong background in image data manipulation - Familiarity with JPEG and PNG file formats. If you have the skills and experience necessary to develop such a tool, please get in touch.

...object detection and tracking 3 cameras at restaurants. Your task will be creating AI models with some rules: In the restaurant, there are three areas with cameras: 1) kitchen: staffs must wear hat, food drop on the floor, and food dropped on the floor and pick up for customers 2) cashier: stuff cash into pocket 3) at the door: customers walk in and the time they are seated. - Alerting staff when any tasks compliance aboved (ex: people with no hat, food is dropped, dropped food is put back on dishes to serve customers. Each AI model should provide an immediate visual notification, aiming for rapid response times. Additionally, the system should automatically notify the manager to ensure immediate action. For this project, proficiency in AI programming, particularly around objec...

I have a desktop application made using Electron software for electrochemistry experiments and I'm looking for a skilled front-end developer to help with software packaging and COM port detection. Ideal Skills and Experience: - Expertise in Front-End Development, specifically with Javascript and HTML - Experience with Electron software - Prior experience with arduino and python, a bonus - Strong understanding of software packaging in Electron applications The application should be compatible with Windows operating system. I need help fixing certain issues like the selecting the COM Port, the functionality needs to be re-written so that it is performed by Electron's WebAPI rather than Python(current). The start-up image must be the company logo. I need help in packagi...

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As the creator of this project, I'...skills and experience in object recognition and anomaly detection to analyze various types of video footage - from surveillance videos to live streams and pre-recorded videos. Key responsibilities include: * Implementing object recognition and tracking techniques to detect anomalies. * Ensuring real-time alerts for any suspicious activities, amplifying the safety measures. * Aiming for improved accuracy in detecting potential safety hazards. * Enhancing the efficiency of video footage monitoring and analysis. The ideal candidate should be proficient in AI/ML, with proven experience in object recognition, anomaly detection, and video analytics. The ability to provide real-time solutions and ensure precision in safety hazard detec...

...motherboards, display, BIOS, and drivers. This application should be compatible with Windows operating systems. Key Features: - Detection of Motherboard Chipsets: The app should be able to identify different motherboards and their chipsets. - Display Detection: The web app should be able to recognize different display devices. - BIOS and Driver Information: The application should provide detailed information on the BIOS and driver versions. - Compatibility Check: It should also be able to check compatibility information of the detected hardware. Skills and Experience: - Proficiency in web development and creating user-friendly interfaces. - Experienced with hardware detection and information extraction. - Knowledge of Windows operating systems and compatibility. ...

I am seeking a cutting-edge Geographic Information Systems (GIS) Specialist/Subject Matter Expert skilled in Arc GIS Pro and Online products and experience with workflow integrations and other Esri service offerings. Show off your advanced skills and experience in Arc GIS Online to provide a sophisticated mapping solution that can support real-time updates and ...applications. - Integration of orthomosaic imagery and raster layers. - Broad knowledge of creating customizable layers on interactive maps. - Expertise in advanced workflow integrations. - Adept at creating dynamic, user-customizable views. - Developing dynamic, interactive maps with customizable view permissions for users contributing to an exceptional user experience - Experience with object detection is highl...

I am seeking an expert in machine learning and computer vision who can craft an advanced object detection algorithm. This algorithm will be employed in outdoor settings and must have the capability to accurately identify vehicles, animals, and pedestrians. Essential Skills and Experience: - Expertise in Machine Learning and Computer Vision - Understanding of outdoor environments and their varied conditions - Prior experience in developing object detection algorithms - Familiarity with vehicles, animals, and pedestrian detection The goal is to devise an algorithm that can track and distinguish between multiple objects in outdoor scenes with different weather, light, and visibility conditions. It should perform reliably under these compounded factors.

.The scope of this project includes: 1. Data Transmission: You should be able to help in enhancing our network to ensure that it delivers data more optimally, focusing particularly on text-based data, as this is what our UDP/IP network primarily handles. 2. Error Detection and Correction: The hiree will also have to devise new methods for detecting and correction errors within our system. We've been facing some challenges in this area that need resolution. 3. Scalable Solutions: Our network system currently connects between 10 and 50 devices. While working on this project, it is important to keep scalability in mind to accommodate potential future growth.

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I'm looking to develop an Android app using .NET MAUI that focuses on facial detection and tracking for attendance monitoring. Key Requirements: - **Facial Detection:** The app should be able to detect faces in real-time. - highlight detected face with rectangle shape - **Server Communication:** Once faces are detected, the app needs to send this information to a server automatically. - **Attendance Tracking:** The primary goal of the app is to leverage this face recognition technology for attendance tracking purposes.(but no need do any page for this now ) Ideal Skills: - Proficient in .NET and MAUI platform for Android development - Strong experience with facial detection and recognition technologies - Prior work on real-time server communication from mobile ...

I'm in need of an expert in video analytics for object detection, specifically guns and knives. The ideal candidate should be able to create a system that can flag the presence of these objects in real-time. Key Requirements: - Object Detection: Specifically for guns and knives - Real-time Processing: Immediate alerts in case of detection The project involves creating a robust and reliable system that can be used in a security setting. Experience in computer vision, machine learning, and video analytics would be highly beneficial.

I am looking for an expert web developer with experience in camera integration to support the development of a website aimed at rehab stroke patients. This website will use a camera to capture, record, and interpret specific hand gestures of the users. Key Roles: - Integrate camera capabilities that can accurately record and decipher hand movements....be recorded is the stretching of the hand. - The data should be recorded in the form of numbers. -The camera is already done and im able to provide full prototype of figma Developer Expertise: - Significant experience in website development and camera integration is crucial. - Knowledge of healthcare systems or prior work in medical-based projects would be beneficial. - Experience in motion detection and processing will be highly ap...

...display available tickets - Add tickets to cart and checkout - Send notification when tickets are available - Simultaneous requests : send multiple requests at once to increase chances of securing tickets - Queue management : handle queue-it system's virtual waiting room effectively, maintain session and user states to handle queue redirects - Human Simulation : mimic human behavior to avoid detection (randomized request intervals) - Technical requirements - use session management and different proxies/ips, implement captcha solving techniques or third-party captcha services if there is any available captcha yet to be solve, ensure scalability to handle high request volumes - Session tracking : the bot should extract and log the link for any session that successfully passes ...

I'm seeking a skilled professional who can help me with a malware issue affecting multiple websites I own. - All my websites are experiencing the same type of malware. - The primary issue I'm facing is the presence of the malware on the websites. The ideal candidate for this job should have the following skills and experience: - Proven experience in malware removal and website security...websites I own. - All my websites are experiencing the same type of malware. - The primary issue I'm facing is the presence of the malware on the websites. The ideal candidate for this job should have the following skills and experience: - Proven experience in malware removal and website security. - Familiarity with various malware scanning tools. - Implement security measures to a...

...solution. - **Adaptive Learning**: Use AI to adjust the difficulty of questions based on the candidate's performance in real-time. ### **2. AI-Based Cheat Detection** - **Plagiarism Detection**: Use AI to compare submitted code against a vast database of existing code to identify copied or modified solutions. - **Behavioral Analysis**: Monitor typing patterns, speed, and other behaviors to detect unusual activity that may indicate cheating. - **Proctoring and Monitoring**: AI-driven proctoring tools that analyze webcam feeds, microphone audio, and screen activity to detect suspicious behavior during tests. - **Code Similarity Detection**: Advanced algorithms to detect subtle similarities in code that may not be obvious through simple comparison. 3. Contest ...

I'm looking to create a captivating iOS p...interested in a Cartoonish 2D art style. This should give the game a fun and engaging aesthetic that will appeal to a wide audience. Desired Power-Ups' Functions: - Health Increase: Some power-ups should increase the player's health, allowing them to sustain more damage. - Ability Enhancement: Other power-ups should enhance the player's abilities. This could mean increasing their speed, jump height, or attack power, amongst other possibilities. Ideal Skills and Experience: - Experience in iOS game development - Proficiency in creating 2D games with engaging gameplay - Ability to design and implement boss fights - Understanding of in-game economy and power-up systems - Strong skills in visual design, particularly in cr...

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.The scope of this project includes: 1. Data Transmission: You should be able to help in enhancing our network to ensure that it delivers data more optimally, focusing particularly on text-based data, as this is what our UDP/IP network primarily handles. 2. Error Detection and Correction: The hiree will also have to devise new methods for detecting and correction errors within our system. We've been facing some challenges in this area that need resolution. 3. Scalable Solutions: Our network system currently connects between 10 and 50 devices. While working on this project, it is important to keep scalability in mind to accommodate potential future growth.

...------------ The Foreground service should perform the following tasks continuously: - Scan for Bluetooth beacons (iBeacon and Eddystone types). - Track the user's GPS position. - Each time a beacon message is detected, if there is connectivity, send a JSON message to a registration API (which I will provide) containing: detected beacon UUID, major, minor, RSSI, GPS latitude/longitude, and detection timestamp. - If there is no connectivity, the message should be saved locally (in SQLite). - If there is connectivity and there are messages in the local database, retrieve them, send them to the API, and delete them from the database. Permissions ----------------------- The app should request the necessary permissions to: - Scan for Bluetooth beacons. - Access GPS location....

(admin please note I do not want this to be a recruiter project) Hello Freelancers! Please write the answer to this qu...this question at the top of bid "what is the capital of Australia?" Hello, I'm looking for people who can provide similarity detection services in relation to content (writing). I am ok to pay $1usd or less per one similarity detection service. If you have access to similarity detection services, please write in the bid which similar detection services you have access to. I'm mainly looking for access to services that start with the four letter Turn.... Please write "I have access to a similarity detection service starting with T" at the end of bid. I’m especially looking for persons who have a ...

...like to start with the code development. I'm looking for someone who can: - Use Quarky to build a block code system - Understand and implement basic security alert functionalities - Be ready for subsequent feature additions and changes Key Features: = Face Detection: Implement face detection functionality to identify individuals within the mining area. = PPE Kit Verification: Utilize image processing techniques to ensure that miners are wearing proper PPE kits. The system should stop if the PPE kit is not detected. = Hazard Sign Detection: Develop algorithms to detect hazard signs within the mining site. = Hazard Alert System: Upon detecting hazard signs, the system should halt operations and alert miners. Operations should resume only after the hazard is rem...

...programmer who can develop a custom solution for me using frida-tools. The goal is to manipulate webcam settings within an Android emulator environment via adb. Here's what I need: - Modify the current webcam resolution to be higher. - Improve the webcam image quality to support High Dynamic Range (HDR). - Ensure frida-tools can adjust parameters to emulate native library detection. What I require from you: - Experience with frida-tools and adb commands. - Understanding of Android emulator environments. - Proficiency in webcam technology, including resolution and HDR. - Capability to simulate native Android library detections. Freelancers with prior projects involving webcam customization or Android emulation will be preferred. If you have the technical expertise to enh...

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.

I'm seeking a proficient developer to create a robust system that utilizes CCTV cameras to monitor vehicle speed and license plates. This system will need to take images of overspeeding vehicles, store the data in a public cloud, and send it to clients via email and WhatsApp. Key requirements include: - Compatibility: The system must be compatible with Windows, Mac, and Android. - Speed Detection: The system should use image recognition to determine vehicle speed. - Data Storage: The captured data should be stored in a public cloud. - Alerting: Notifications for speeding vehicles should be sent to clients through email and WhatsApp. Prior experience with CCTV camera integration and image recognition is crucial for this project. Experience working with public cloud services...

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. - Capable of optimi...

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 have a YOLO v5 detection Python script, and I'm looking to turn it into an API-based web program with FastAPI. The API must support user inputs for 4 Twilio contact numbers and 4 RTSP addresses, and it should display the four video streams in a grid on a single page. Key requirements: - Convert the existing YOLO v5 detection Python script into a FastAPI-based web program. - Implement user input functionality for 4 Twilio contact numbers and 4 RTSP addresses. - Display the video streams in a grid layout on a single webpage. Ideal skills and experience: - Proficiency in Python and experience with YOLO v5 detection. - Strong knowledge of FastAPI for building web APIs. - Previous experience integrating Twilio for messaging. - Familiarity with displaying multiple v...

...understanding and experience in international banking and financial transactions. The main tasks include cybersecurity assessment, penetration testing, and fraud detection. Your primary focus will be on our online banking platform and payment gateways, ensuring that these areas are secure from potential cyber threats and vulnerabilities. We want you to prioritize three key security aspects: network security, data encryption, and user authentication. Your expertise should include: - In-depth knowledge of international banking and financial systems and transactions - Proven experience in cybersecurity assessment, penetration testing, and fraud detection - Specialization in online banking platforms and payment gateways - Strong understanding of network security, data encr...

Hello^^^^. I'm using Amazon AWS and would like to request server maintenance. First of all, I would like to ask you to do as much as possible for server security and privacy, such as SSL installation, automatic backup once a day, DDOS attack prevention, system performance optimization, hacking prevention, encryption between data transmissions, real-time monitoring, data recovery, backdoor checking, backdoor checking and deletion of compromised files, attack root identification and blocking, suspicious process occupation identification and recovery, server hacking analysis, server access history tracking, password recovery and complexity setting, virus and malicious software checking,,data leakage prevention.....etc My current monthly budget is about $50, Please send me...

...on a project to help me write a python code that can detect the questions on a scanned image and crop them into different images. You can use any library or package. Key Tasks: - Object Detection: I require the developer to implement object detection capabilities within my image recognition system. - Text Blocks Detection: I need a method to accurately detect and interpret text blocks within images. The ideal candidate should have: - A strong background in Machine Learning, especially with Python. - Extensive experience in object detection and image classification. - Expertise in text blocks detection would be a great advantage. The data available for this project includes some scanned exam files. The output I need requires cropped images from ...

We are seeking a talented Machine Learning Engineer to develop a classification model that works with Google Mediapipe Pose Detection and has run trained ML models on web application (using JavaScript) The main task will be training the model to recognising the pose and creating a script for data generation from youtube videos. The trained model should work with the web mediapipe library and classify the given pose on a WebApp (JavaScript). (Eg: Push up and Push Down) You can refer this blog for reference: This project requires expertise in machine learning algorithms and techniques, as well as experience with Google Mediapipe and data preprocessing. The successful candidate should have a strong understanding of

...my business. I need the application to be specialized in natural language processing and sentiment analysis, and subsequently serve as a recommender system to provide information and answer queries. Key Features: - Natural Language Processing: The system should be capable of comprehending textual data, extract relevant details and produce appropriate outcomes. - Sentiment Analysis: Enable the detection and understanding of sentiments within the processed text. - Recommender System: The goal is to provide customized information based on the user's interests or preferences. - Information Provider: The AI should function as chatbot, furnishing necessary details upon a user's request, making interactions smoother. Required Skills and Experience: - Expertise in Python: The...

I'm looking for a skilled freelancer to develop a novel Computer Vision project utilizing CLIP specifically for object detection. Key Aspects: - Technical Guidance: I require assistance in navigating the complexities of this project, as well as advice on implementing CLIP successfully for object detection. - Code Complexity: The task at hand involves developing intricate code for the Object Detection model. - Model Training: You will be responsible for training the model, ensuring optimal performance for the specified task. - Reporting: While I will manage the interim and final reports, you should be able to provide insights and data on the model's performance. Data Source: - The primary source of our training data will be determined collaboratively with th...

In this project, I am looking for a skilled data scientist to assist me with implementing supervised learning to detect human actions. Tasks: • Develop a supervised learning model using Yolov8 and LSTM Objective: • The primary purpose of this project is human action detection Skills & Experience: • Proficiency with supervised learning • Thorough familiarity with Yolov8 and LSTM • Previous experience in a similar role is advantageous • Background in object detection projects • Ability to communicate clearly in English for understanding requirements and presenting results.

...create a robust application or website that can provide comprehensive takeoffs from uploaded residential and commercial slab plans. Key Features: * Object Detection and Text Extraction AI Capabilities - Uses advanced AI algorithms to detect and interpret various elements within the slab plans. * Supports Multiple Formats - Must be able to process JPEG and PDF formats. * Comprehensive Detail Analysis - Capability to identify and count specific components such as void formers, reinforcement bars, and structural beams. Ideal Skills and Experience: * Extensive experience in AI Development, specifically in the fields of Object Detection and Text Extraction * Demonstrable experience in creating software that can process and interpret renderered images in multiple formats * Pr...

VM CREATION (1 VPS BIND) os CentOS 8 & 9 Stream MINIMAL Direct installation or converted from CentOS 8 Linux. (Recommended) panel add install: nginx server VARNICH APACH very important !!!!!snaphopt image creation ...working (just os) (without admin panel)!!!I want to be able to do restores, for a new installation of another panel, if necessary.! !!! !! !!!!!! link to server add SSL ADD ALL PHP CGI AND FMP (latest 6 versions)PHP AVAILABLE FOR CUSTOMER FOR ALL SERVER ADD PHP VERSION 7.9 PACHT FMMPEG add latest version change SSH22 port verification example: ns1 . add IP.: add a Mac machine adds IP.: adds mac Example of adding HOSTENAME:

I need a developer who can assist me in implementing Voice Activity Detection (VAD) for the Mulaw Format at 8000hz (streaming) Key Requirements: - Development of a robust VAD system that can accurately detect voice activity within the Mulaw audio streaming - The VAD system should be optimized for 8000hz audio quality - Prior experience in speech recognition and audio processing is highly preferred

I am in need of a machine learning expert who can develop a model for table detection. The model should be able to run on various types of images, including scanned documents, natural images, and synthetic images. Key Requirements: - I'm looking for a 'moderate' level of accuracy in the table detection (80% - 95%) across various image types. - Please incorporate Convolutional Neural Networks (CNN), along with Support Vector Machines (SVM) and Random Forests in the model. Ideal Skills and Experience: - Proven experience in developing and implementing machine learning models, particularly in image processing and object detection. - Proficiency in working with Convolutional Neural Networks (CNN), Support Vector Machines (SVM) and Random Forests. - Strong...

I'm seeking a s...has dealt with table detection from PDF and images before. The primary skills desired include: - Python programming - Knowledge of OpenCV - Familiarity with table and structure detection Your main task will be to develop a program that can accurately identify table structures within input files. The files will be PDFs or images, or both. You're expected to program a feature that detects these components: - Cell boundaries - Text within the cells - Overall table structure For the sake of this project, merged cells should be discerned as a single entity during the detection process. Your solution should demonstrate precision in merged cell detection. I look forward to bids from those passionate about computer vision tasks and tackli...

I need a versatile programmer who can work with Python, C or any other programming language to develop a system for identifying Distributed Denial of Service (DDoS) attacks with the help of machine learning algorithms. Skills and Experience: - Extensive experience in Python, C, or similar programming languages - Knowledge of Machine Learning algorithms - Experience in network security would be beneficial - Proven track record in detecting cyber threats in a small network environment. Your success will be judged by your ability to create a reliable, data-driven system capable of efficiently detecting DDoS attacks in a small-scale network.

I need a skilled writer to paraphrase an article originally generated using AI. The current version of the article is being flagged as 100% AI-generated by various AI detection tools. Your task will be to rewrite the content in a way that ensures it passes AI detection checks, while maintaining the original meaning and quality. Requirements: Strong command of the English language Excellent paraphrasing skills Ability to maintain the original context and intent of the article Experience with AI detection tools is a plus Deliverables: A paraphrased version of the article that can pass AI detection checks The final text will be evaluated using Turnitin to ensure compliance Special Note: Freelancer.com does not allow projects to be posted for less than INR 600....

...in Python, with experience in data analysis and prediction - Previous experience in creating similar tools will be highly valued - Good communication skills to understand and meet the project's goals Looking forward to working with a skilled professional who can deliver on my investment analysis needs. I am looking for the data science projects which is related to stock market ,brain tumour detection …etc related to that And I need a person who can get the good data and explain the the code with which dataset ,how your gonna use this data and what type of algorithm gonna use in the project and is there any further changes in the algorithm as required and final prediction model is explained in a good way and help in preparing a report where what kind of things used i...

I am seeking an experienced Python developer to improve the functionality of a current script by adding new features, specifically automated tasks. The upgrades will involve: - A...understanding the existing Python script. - Enhancing the script by adding automated task features to streamline operations. - Testing the script to ensure it performs as required with the new features. Ideal applicants will have: - Proficiency in Python, with a focus on script optimization. - Experience integrating automation functionalities into Python scripts. - A keen eye for detail and error detection. - A proven track record improving and maintaining Python script performance. I am looking forward to working with someone who can improve our script's efficiency and reliability through thes...

I'm seeking a skilled machine learning expert with expertise in PyTorch for a natural language processing task. Your primary task is to develop a model that can understand the empathy patterns in English text. I'll provide you with the data. Key Requirements: - Proficient in PyTorch and machine learning - Experience in natural language processing - Understands the nuances of empathy detection in text data - Previous projects involving empathy learning in English text would be a plus. Deliverables: - A well-structured PyTorch model that can accurately understand the empathy in English text - Detailed documentation on the model, its architecture, and usage This project requires someone who's not only technically skilled but also understands the context and subtletie...