Anomaly detection jobs

I am in need of a proficient Python coder who can develop a robust...information about them, including flagging any instances of jumping signals via license plate detection. - Additionally, it should be able to identify instances of multiple riders on two-wheelers, whether the riders are Indian or foreign, again using license plate detection. Algorithm 4 different Deep learning Algorithm and tell the best * Yolo * other than Yolo any 3 Deep learning network model The ideal freelancer for this project should demonstrate previous experience in Python coding, exceptional competency in object recognition, and ideally some familiarity with traffic regulation automated enforcement. The perfect addition to their portfolio would be past projects involving license plate...

I'm looking for a skilled professional capable of designing a hospital bed that's integrated with IoT technologies. The bed should be able to automatically detect the patient's weight and send this data to a designated platform. Key Requirements: - Automatic patient weight detection: I need the bed to accurately detect and transmit the weight of the patient laying on it. - Real-time alerts and notifications: It is crucial to have a system in place that can alert medical staff in real-time of any anomalies or critical changes in the patient's biometric data. - Both web-based and mobile application: I want to be able to access and monitor patient data from any device, so the system should be designed for both web-based and mobile interfaces. Ideal Skills and Expe...

I'm in need of an experienced developer who can create a highly secure payment gateway with broad transaction methods support and key features. Details: - Integrate the following payment methods: credit cards, debit cards, online banking, UPI, Google Pay, Phone Pe, and other pertinent methods. - Incorporate the following features: One-click payments, payment confirmation emails, fraud detection, and mobile compatibility. Ideal skills and experience: - Have previous experience in similar projects. - Outstanding understanding of payment methods integration. - Solid knowledge in security measures to avoid frauds. - Expertise in mobile compatibility for seamless transactions on mobile devices.

I need an experienced mobile application developer skilled in both Android and iOS application developmen...The main purpose of the application is to block spam messages and filter out unwanted words. - The blocking process needs to be automated; a user should not need to manually block each spam message or unwanted word. Ideal Skills and Experience: - Proficient in Android and iOS app development. - Experience in creating privacy-focused applications. - Familiar with techniques for efficient spam detection and automatic filtering. - Strong understanding of user-interface design and user-experience practices for optimal app usability. - Previous work on similar projects highly appreciated. If you're up for a challenge and can deliver a high-quality, effective app, I'd lo...

I'm seeking a skilled data scientist or machine learning engineer to help me with a project on fraud detection. Key Points: - The purpose of the project is to identify fraudulent activity in a social network. - The dataset will be provided in CSV format. Before applying Graph Neural Networks (GNN) for node classification, there are specific feature engineering tasks that need to be completed. Ideal Skills: - Strong background in machine learning, particularly with graph neural networks and node classification. - Experience with feature engineering specific to time-based data (e.g., Von Mises distribution). - Familiarity with fraud detection techniques and best practices in the field. I'm looking to have this project completed as soon as possible. Please only app...

...capable to scan gas concentrations even without specifics on the gas type. Consequently, experience in developing wide-spectrum gas detection tools would be advantageous. Key Responsibilities: - Understanding the features and architecture of the LoRa module for effective data return to base station. - Developing a scalable solution suitable for a large, multi-level mine configuration. - Leveraging the provided materials for development. Please note these materials will be sent to your location. Ideal Skills and Experience: - Proficiency in working with LoRa modules. - Experience in designing safety systems for mining environments. - Knowledge in gas detection technology and engineering. - Candidates from India would be preferred. Applicants, please include your past w...

I'm looking for a skilled freelancer who can help me with a unique project involving Raspberry Pis and AWS Greengrass. Your mai...Ideal Skills and Experience: - Proficiency in Raspberry Pi hardware and software, particularly in working with Raspbian and understanding its update process. - Strong experience with AWS Greengrass and IoT services. - Previous experience in developing systems that facilitate offline data sharing or update distribution. - Adept at creating automated processes, specifically those involving device detection and interaction. If you're confident in your ability to meet these requirements and can deliver a reliable, efficient solution, I'd love to hear from you. Please feel free to share any relevant experience or ideas you have that could be be...

...movement detection and speed calculation system using my DVS346 camera. This system should also include custom data models. Key Requirements: - Real-Time Human Movement Detection: The system should be able to detect human movement in real-time. This is crucial for the intended application in healthcare monitoring. - Movement Speed Calculation: In addition to detecting movement, the system should also calculate the speed of the detected movements. This data will be used for further analysis. - Custom Data Models: The project involves creating custom data models to facilitate the detection and speed calculation processes. Expertise in data modeling is therefore essential. Ideal Skills: - Strong Python Programming: The core of this project is the Python code for real...

I need an experienced mobile application developer skilled in both Android and iOS application developmen...The main purpose of the application is to block spam messages and filter out unwanted words. - The blocking process needs to be automated; a user should not need to manually block each spam message or unwanted word. Ideal Skills and Experience: - Proficient in Android and iOS app development. - Experience in creating privacy-focused applications. - Familiar with techniques for efficient spam detection and automatic filtering. - Strong understanding of user-interface design and user-experience practices for optimal app usability. - Previous work on similar projects highly appreciated. If you're up for a challenge and can deliver a high-quality, effective app, I'd lo...

I am looking to develop an AIOPS system that primarily focuses on user behavior logs for proactive monitoring. Here's a brief outline of my requirements: - The main objective is automated incident management, efficient anomaly detection, active threat detection and generating tailored training programs to teach the solution. - The system should exclusively work with user behavior logs. Ideal candidates will have a proven track record in implementing similar systems and should have extensive experience working with AIOPS systems, threat detection, and manual neutralization strategies. Knowledge and experience with user behavior logs will be a significant advantage.

...20-100-byte command messages with rather relaxed performance requirements. The messages will be coming on a non-regular basis from a few clients over a Wi-Fi local network, typically say 2 clients. There is no need to confirm the messages in either way. Consequently it seems that UDP is the right protocol to be used (to be confirmed by the contractor). 2. The server should also support its part of a detection mechanism that should allow the clients to automatically detect the address IP of the server (both clients and server on the same router), like UPnP or even better a custom method, possibly simple but reliable. 3. All the clients that have sent a message to the server should be registered in a simple IP list. Then every message from one client should be automatically re-s...

We are in urgent need of an OVH Server Security Specialist to address recurring security issues with our server. Our server has been frequently compromised by viruses, resulti...of our OVH server to identify existing security vulnerabilities and compromised areas. 2- Develop and implement a customized security strategy tailored to our specific server environment and business needs. 3- Configure and optimize server settings, firewall rules, and access controls to enhance security posture and prevent future breaches. 4- Install and configure robust antivirus and malware detection solutions to proactively identify and remove malicious software. If you have the expertise and experience to secure our OVH server and protect websites from malicious attacks, please apply to this post. Be...

I am looking for an expert in developing React Native Object Detection applications who can create a cross-platform (iOS and Android) application from scratch in a very short time of 1-2 days. It will only run the yolov8 tflite model in the attachments and perform real time object detection. Desired skills include: -Great experience with React Native -Ability to work under a tight deadline - Proficient in iOS and Android applications -Ability to work quickly without compromising quality Preference will be given to freelancers who can demonstrate a portfolio of previously rapidly developed React Native applications.

I am looking for an adept individual highly skilled in Yolo v9, capable of combining a face detection, a vehicle detection and a people detection model. While the specifics are not outlined, the freelancer is expected to have previous experience in handling similar projects and capable of innovative thinking to incorporate the required features. Key Skills/Experience Needed: - Familiarity with YOLO v9 - Proficiency in integrating different models - Prior experience of projects with facial, vehicle, and people detection. Note: The purpose of the model integration and preferred programming language for implementation wasn't specified, so experience with diverse purposes and languages is an asset.

I'm seeking an expert in Python programming, specifically proficient in Jupyter notebook, with a solid understanding and experience in credit card fraud and Reducing credit card, both from a theoretical and practical perspective. Your role involves: - Developing Python codes in Jupyter notebook for credit card fraud detection, reduction and Reducing credit card. Demonstrate excellent coding skills, with a focus on creating efficient, scalable and maintainable codes. - Writing academic level, research-intensive articles on credit card fraud prevention and Reducing credit card. These articles should delve into different types of credit card fraud and Reducing credit card, elaborate on various methods and techniques to prevent these frauds, and provide case studies and real-...

I'm seeking an AI specialist to build a YOLOv8 model for early detection of breast cancer on mammography images. This project aims to automate the identification of cancerous regions, ultimately improving the accuracy of breast cancer diagnoses. Key Requirements: - Extensive experience in developing medical image analysis algorithms, particularly with a focus on mammography images. - Proven skills with Python and expertise in working with YOLO algorithms. - Knowledge of breast cancer and its typical representations in mammograms would be highly beneficial. To be successful in this project, optimal performance in precision, recall, and F1-score is expected as outcomes from the YOLOv8 model.

The project involves identifying, researching, and addressing a security vulnerability in...researching, and addressing a security vulnerability in a critical system/software that cannot be immediately upgraded or patched. Students must propose a topic, describe the vulnerability, and outline detection and mitigation strategies. The project spans three phases: topic proposal, vulnerability description and proposed solutions, and implementation and demonstration. Need to select a vulnerability with significant impact (5.0 or higher CVSS rating) from 2020 or newer, affecting popular OS/applications/devices. The proposal should include CVE number, vulnerability description, and proposed detection/mitigation approaches. Need Proposal report and final exploitation and Mitigation...

I am seeking a developer to create a secure payment gateway specifically designed to serve small businesses who are processing US-based payments. This project requires a high level of expertise in ...businesses The payment gateway must meet the following requirements: - PCI-DSS Compliance: It's crucial that the solution adheres strictly to PCI-DSS guidelines to protect sensitive card information during transactions. - Fraud Detection: The system should include robust fraud detection capabilities to keep small businesses and their customers safe from malicious activities. The ideal candidate will have a demonstrable track record in creating secure, user-friendly payment gateways for small businesses. Previous experience implementing PCI-DSS compliance and fraud dete...

I'm in need of a professional w...a comprehensive written report in PDF format. The primary task includes: - Reading the CT scan primarily focusing on digestive organs and colon - Spotting any abnormalities that may show in the scan - Providing measurements of relevant structures in the report Ideally, the freelancer should be a health professional with significant experience in radiology, specifically in tumor detection, bone fracture detection, and organ segmentation. Familiarity with medical coding will be a plus. This requires an ability to deliver high-quality, accurate work under tight deadlines. Health professionals with proven experience in CT scan reading or radiology experts are preferred. Please provide any relevant certifications or experience in your propo...

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've got a 6-minute English voice recording that needs professional editing. Specifically, I require: - Background noise reduction or elimination - Removal of unnecessary pauses and verbal fillers like 'ums' An ideal freelancer would have extensive experience in audio editing, noise-reduction, and familiarity with the English language for precise detection and removal of pauses and fillers. Prior work on voiceover or podcast cleanup would be a plus. Proven skills in achieving clear, high-quality audio is crucial.

I'm in need of an Arduino Programmer with expertise in DC motor control, programming logic, and inductive proximity sensor integration. Specific tasks include: - Programming logic for the DC motor microcontroller - Integrating an inductive proximity sensor for object detection - Implementing a speed regulation function (slow start, slow stop, foward, reverse speed and delay start) for motor control Please find the project detail on the attached document.

I'm looking for a seasoned data scientist with a strong background in machine learning and healthcare. The objective of this project is to analyze public health data and identify discrepancies in the patient's health records. Key project details: - We will be using public health datasets as our primary source of data. - The main focus of the project would be to identify discrepancies within the patient's health records, especially issues related to CBC reports like low RBC or WBC counts. - Create a webapp interface with ML functioning integrated. The ideal candidate should: - Have a proven record of working on machine learning projects with a healthcare application. - Be proficient in data analysis, specifically in working with public health datasets. - Demonstrate experi...

My project aims to develop an advanced cybersecurity resilience solution ensuring enhanced threat detection, streamlined incident response, data protection, and secured critical infrastructure. Primary Outcomes: - Create a system capable of detecting threats in an advanced and sophisticated manner - Develop smooth and efficient incident responses to mitigate risks as soon as they are detected - Incorporate layers of security for the comprehensive protection of data - Deeply integrate security processes to protect crucial infrastructure Key Focus Areas: This project will prioritize: - Enhancing threat detection - Streamlining the process of incident response - Protection of critical data - Secure the critical infrastructure Target Audience: This solution is initially targe...

I'm looking for a skilled developer to build a trading bot on Solana using Rust preferred or Typescript for the back end, which will be interacting with the Raydium API. The bot should be able to monitor the WSol/New Token pair on Raydium and execute trades based on the detection of the addition of liquidity, as well as sell at specified sell points. The bot will operate on Windows using React or similar for a simple UI. Wallets and custom RPC stored in an ENV file. The UI will be used for Buy and Sell settings config,(gas price+ slippage_ amount of tokens to buy in WSol for buy . Token contract to be pasted and then tx executed until Liquidity Pool is formed and bot attempts to purchase the token. Once token purchased the bot will send the token evenly to up to 5 wallets (conf...

Hi Rad R., I think I can finish your project "USB Device Detection Windows Software Registry Scrubber C++". We can discuss any details over chat.

I am in need of a proficient C++ programmer who can create a software for Windows operating system that will effectively detect specific events when a USB device is plugged in. Registry Scrubber Key Features: - The software should monitor and identify the type of device that is connected to the USB port. - It should have capability to store this device data an...port. - It should have capability to store this device data and send using RS-232 to an external MCU - It should also detect and monitor when a device is removed from the USB port. Skill Requirements: - Proficiency in C++ programming. - Experience in developing Windows-based applications. - Understanding of device interaction with Windows OS via USB. - Previous experience in creating device detection software would be b...

I require proficient help for an image processing project. The main objective is to detect conditions like diabetic retinopathy and cataracts in images. Development needs: * Recognise the mentioned conditions using Python, MATLAB, or LabView. * Implement and optimize neural networks, machine learning principles and image segmentation techniques. * Enhance images to increase detection accuracy. Skills & Experience Required: * Proficiency in Python, MATLAB, and LabView. * Sound understanding of neural networks and machine learning principles. * Solid skills in image segmentation. * Previous work in medical image processing, especially in ophthalmology, is a plus.

I'm looking for a skilled developer to create a Google Chrome extension that ensures my printer defaults to black and white. Here's what I need: - **Purpose**: The aim of this extension is to enhance efficiency and reduce unnecessary color printing. - **Detection Mechanism**: The extension should automatically check whether the printer setting in Google Chrome is set to black and white or not. If not, it should change it to black and white. - **Skills Required**: You should have prior experience in developing Chrome extensions. Understanding of printer settings and color configurations would be a plus. A meticulous and detail-oriented approach is essential to ensure the extension functions reliably.

The project involves identifying, researching, and addressing a security vulnerability in a critical system/software that cannot be immediately upgraded or patched. S...researching, and addressing a security vulnerability in a critical system/software that cannot be immediately upgraded or patched. Students must propose a topic, describe the vulnerability, and outline detection and mitigation strategies. The project spans three phases: topic proposal, vulnerability description and proposed solutions, and implementation and demonstration. Need to select a vulnerability with significant impact (5.0 or higher CVSS rating) from 2020 or newer, affecting popular OS/applications/devices. The proposal should include CVE number, vulnerability description, and proposed detection/mitig...

I'm seeking a freelancer to check a PDF document using Turnitin urgently. Pays 100 INR. This task involves ensuring originality, identifying possible plagiarism, and verifying correct citations with a robust tool such as Turnitin. While I have not specified the type of...ensuring originality, identifying possible plagiarism, and verifying correct citations with a robust tool such as Turnitin. While I have not specified the type of document or importance of the check, the right professional for this project would: - Have access to Turnitin for checking purposes - Provide a detailed report of the Turnitin check - Have experience in academic writing, plagiarism detection and report generation Experience and familiarity with Turnitin or a similar tool will be highly considered fo...

I'm on the hunt for a skilled Data Analyst who will work closely with our customer data, primarily formatted in Excel/CSV. The primary goal of this analysis is to identify trends and patterns that could aid our business processes. Key Responsibilities: - Deep analysis of customer data to identify patterns and trends - Create visually engaging and understandable reports Ideal Skills and Experience: - Proven track record as a Data Analyst - Comprehensive understanding of data analysis methodologies - Superior skills in Excel/CSV data processing - Ability to present complex information in an engaging and understandable manner. Your contribution will hugely impact our business decisions. I look forward to viewing your proposals. Please include samples of your previous data analysis...

...processing project, coded in C++, into Verilog and run on FPGA device using HLS Vitis. The existing project has: - Edge detection capabilities - Image segmentation capabilities The primary goal of this project is not to enhance or alter the images, but to convert the existing codebase from C++ to Verilog, utilizing HLS Vitis. With your expertise: - Maintain the integrity of the current functionalities during conversion - Reframe the C++ code to Verilog language ensuring a seamless running on an FPGA device. The successful bidder should have significant experience with Verilog, C++, and HLS Vitis, as well as a good understanding of Image Processing algorithms, especially Edge Detection and Image Segmentation. The final output of the conversion should result in an image...

...to establish timelines for early detection. Clinical Application: Develop protocols for the integration of biomarker screening in prenatal care practices to improve early diagnosis and management of pregnancy-related complications. Methodology: Sample Collection: Collect placental tissue post-delivery from a diverse participant pool. Biomarker Analysis: Use biochemical assays and molecular biology techniques to quantify biomarker levels. Data Integration: Correlate biomarker data with pregnancy outcomes collected from medical records. Statistical Modeling: Apply statistical models to predict the risk of complications based on biomarker levels. Expected Outcomes: Enhanced Screening Protocols: Establish more effective screening strategies for early detection of high-risk p...

I'm looking for a skilled web scraper to handle challenging websites with advanced detection. The main data you will be required to scrape is text content. Here are the key project details: Ideal candidate should have: - Experience in web scraping, especially from challenging sites - Strong knowledge of web scraping tools and techniques - Proficiency in handling advanced automation detection - Excellent attention to detail to maintain a high level of data accuracy - Ability to deliver monthly updates in a timely manner Please include any relevant past experiences or examples of similar projects in your bid.

I need a YOLOv9 face detection model trained for surveillance purposes. It's crucial that the model is optimized for high accuracy, even if it means that it may run slightly slower. Key requirements: - The model should be based on YOLOv9. - It should be trained to accurately detect faces in both indoor and outdoor environments. - Additionally, it needs to be able to detect people and vehicles. The final model needs to be suitable for both indoor and outdoor surveillance, which will require a good balance between accuracy and processing speed. Ideal skills for this project include: - Proficiency in YOLOv9 and related technologies. - Experience in training models for surveillance purposes. - An understanding of optimizing models for high accuracy without significant loss of ...

Create ui for rice disease detection model in flask

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Are you looking for an opportunity to earn remotely? Then I have a perfect solution for you! Let me introduce you to GoLogin - a unique anti-detection browser that allows you to safely manage accounts on various online platforms. Here’s how our collaboration can be beneficial for you: - Create videos about GoLogin and receive guaranteed payment: Earn $10 per video + $7 pear each 1000 views. - Get a 40% bonus for the first sale and a lifelong 30% bonus for every purchase made through your referral link. - If your videos are of high quality, we will allocate a budget of up to $500 for promoting your YouTube channel. We provide convenient payment options: PayPal, bank transfer, Wise, and cryptocurrency. And you have the chance to get a GoLogin subscription worth $150! Start e...

I need a robust AI solution that focuses on detecting people indoors based on CCTV Key Requirements: - The primary purpose of this project is object detection, with a focus on identifying and counting people. - The solution should be tailored for indoor environments, ensuring that the detection is reliable and accurate in such settings. Ideal Skills and Experience: - Strong background in AI, particularly in object detection and recognition. - Prior experience with similar projects, especially those involving people counting. - An understanding of indoor environments and the challenges they might pose for object detection. The goal is to have a system in place that can accurately detect people indoors, aiding in various applications.

...strength of iBeacons. Furthermore, it's important that the scanner remains functional in the background via a foreground service, providing a simple text notification when interacted with. The detection process must be constant (ranging). Key requirements for the project: - Develop a minimal Flutter app for Android - Ability to scan iBeacons and display UUID, major and minor values, and signal strength - The app should continue to work in the background - Use a foreground service for background function - Provide a simple text notification from the foreground service - Implement constant detection (ranging) Ideal skills include: - Solid experience with Flutter - Proficiency in Android development - Strong understanding of iBeacons and background services - Good UI/...

I'm looking for a java developer. Our Android App face recognition System. Live Face Detection & Match Our Database Skill • Android App Development • Knowledge in Live Face Detection Techniques • Face Authentication and Identity Verification Methods Experience with Live Face Recognation Model Train

I am in urgent need of a meticulous freelancer ...will involve entering data from various not-specified sources into Excel, as well as categorizing and structuring this data in a logical and efficient manner. Desirable Skills & Experience Required: - Mastery of Excel functions and formatting features - Strong attention to detail and accuracy - Proven experience in data entry - Ability to work with limited supervision - Data analysis and detection of irregularities is considered a plus. The task doesn't necessarily require prior relevant experience but being familiar with Excel and data structuring principles would be advantageous. Due to the nature of the project's data, the source was not specified, so flexibility in working with different sources types could b...

I'm seeking a deep learning expert to develop an AI model for accurate bone fracture detection from X-ray images. Additionally, you'll be responsible for creating a user-friendly UI using HTML/CSS/JS. The model should run in the backend to facilitate real-time analysis. Key Project Requirements: - **AI Model Development**: An accurate bone fracture detection model should be developed using Python and TensorFlow. The primary goal of the model is to ensure precision in diagnosing fractures from X-ray images. You can use any datasets available online for free. Model should be able to predict the fracture, body part, highlight the fracture part, - **User Interface**: The UI should be designed to offer an intermediate level of interactivity. This includes incorporati...

I'm on the hunt for a skilled Data Analyst who will work closely with our customer data, primarily formatted in Excel/CSV. The primary goal of this analysis is to identify trends and patterns that could aid our business processes. Key Responsibilities: - Deep analysis of customer data to identify patterns and trends - Create visually engaging and understandable reports Ideal Skills and Experience: - Proven track record as a Data Analyst - Comprehensive understanding of data analysis methodologies - Superior skills in Excel/CSV data processing - Ability to present complex information in an engaging and understandable manner. Your contribution will hugely impact our business decisions. I look forward to viewing your proposals. Please include samples of your previous data analysis...

...seeking an Arduino expert to enhance a project focused on indoor people detection. The primary objective involves refining a photoelectric sensor system. Key project requirements are as follows: 1. Specific functionality: The system must accurately detect and identify individuals within an indoor environment. 2. Sensor sensitivity: The sensors should effectively detect people while minimizing false positives caused by small, irrelevant objects. The ideal candidate for this project should possess: Extensive experience in Arduino-based development, particularly with photoelectric sensors. Proficiency in testing the system for accurate people detection and troubleshooting any potential issues. Knowledge of human body detection algorithms and sensor tuning would be ...

I'm in dire need of a professional with deep understanding of Graph Convolutional Networks (GCN), machine learning and data science to assist in building an anomaly prediction model. Since the specific anomalies to be predicted and the data to be used are not yet defined, your flexibility and adaptability are vital. Accuracy requirements are also to be specified later; hence, your ability to quickly alter the model's complexity is coveted.

I'm in need of a seasoned professional who can assist me in improving APT detection through the development of a sophisticated AI model. Additionally, your expertise will be essential in analyzing Provenance Graphs to unearth suspicious activities. Key Tasks: - APT Detection: The successful candidate should be able to enhance the current APT detection mechanisms in place through their expertise in cybersecurity and GNN. - AI Model Development: We are looking to create an advanced AI model specifically tailored for APT detection. Your experience in this area is crucial. - Provenance Graph Analysis: Your ability to analyze Provenance Graphs and identify anomalies, potentially suspicious activities, is paramount. Ideal Skill Set and Experience: - Pr...

I'm looking for a professional who is experienced with Twilio and Deepgram technologies, specifically in Voice Activity Detection (VAD). The main goal of the project is to implement a VAD system that works seamlessly with Twilio and Deepgram APIs. The system should be able to identify voice activity and silence the TTS whenever a human interrupts and resume speaking whenever the human gets quiet. Key requirements: - Proficiency in Twilio and Deepgram APIs - Previous experience in developing VAD systems - Ability to integrate these technologies with existing systems - Understanding of real-time audio processing If you can do this and complete this quickly, I can award another project (similar project but bigger in scope)

As a developer of an advanced intrusion detection system, I require a proficient Python coder with experience in data analysis and security systems. The task at hand comprises testing and measuring the accuracy of my existing model using the Nsl-kdd dataset. Your primary responsibilities would include: - Thorough testing of my intrusion detection system, using the provided dataset. - Extracting and predicting the accuracy of intrusions detected by the model. With a significant grasp of Python, data analysis, and an in-depth understanding of testing methodologies, you are an ideal fit for this project. Previous experience with intrusion detection systems would be highly advantageous. The ultimate goal is to evaluate and potentially enhance the efficiency of my model. ...