Linuxcnc latency tuning jobs

I'm experiencing slow read/write speeds and high latency with my Ceph storage on Proxmox. This issue occurs randomly throughout the day. I've already checked network connectivity and monitored system resources, but the problem persists. I need a skilled professional with experience in troubleshooting Ceph storage performance issues to help me resolve this as soon as possible.

I'm seeking a professional with experience in AI model fine-tuning. The goal is to adapt an open-source model or GPT-4o to generate high-quality breaking news articles. These should closely imitate human writing and adhere to the Associated Press (AP) Stylebook. Key Requirements: - The AI should be capable of producing in-depth news pieces with analysis, using Knowledge Aware Generation (KAG) and Retrieval Augmented Generation (RAG) techniques. - The articles need to fulfill user intent, particularly focusing on timeliness, relevance, and depth of analysis. Ideal Skills: - Proficient in AI and machine learning, particularly with fine-tuning language models. - Familiar with journalism standards and the AP Stylebook. - Experience with KAG and RAG techniques.

I'm in need of a seasoned DBA who can assist with setting up Redshift on AWS. The project entails cluster configuration, data migration, and performance tuning. The primary goal of this setup is to facilitate business intelligence reporting. Tasks: - Configuring Redshift clusters on AWS - Migrating data to the newly configured clusters - Tuning performance for optimal efficiency Additionally, I require the setup of AWS Glue as a data transformation tool. Ideal Freelancer: - Proven experience with setting up and managing AWS Redshift - Proficient in configuring Redshift clusters - Experienced in data migration and performance tuning - Familiarity with AWS Glue is a must - Understanding of business intelligence reporting needs

...with detailed logs and notifications. System Monitoring and Alerts: Implement continuous monitoring systems to detect potential issues early. Send real-time alerts through email or messaging platforms using Python libraries like smtplib or Twilio. Network and Connectivity Debugging: Use Python's socket library to test network connections, ping servers, and trace routes. Diagnose and resolve latency or connectivity issues with I Offer: Automated Diagnostics: Build Python scripts to analyze system logs, monitor performance metrics, and detect anomalies. Identify root causes of errors or crashes using data parsing and analysis tools like Pandas. Custom Troubleshooting Tools: Create interactive Python applications to test and debug specific system components (e.g., hardware

We're on the hunt for a talented programmer with a solid background in Delphi, Devex, and SQL Server to join our team. If you’re someone who loves coding and has experience building apps and managing databases with these tools, we want to chat! Your role will involve writing code, fine-tuning SQL queries, and ensuring our software works smoothly together. If you’re passionate about what you do and have a track record to back it up, we’d love to hear from you! Key Responsibilities: - Fix bugs as they arise in the existing applications. - Implement feature updates as required. - Improve application performance, with a primary focus on code efficiency. Ideal Skills & Experience: - Proficient in Delphi, Devex and SQL Server. - Experienced in application main...

I am looking for a skilled WordPress expert to optimize my website thoroughly. Over time, backups and unnecessary files have accumulated, and I need a complete cleanup and performance boost for my site. Key Requirements: Backup Cleanup: Identify and delete ...built on WordPress and has various plugins and media files that need careful review and handling. I need the optimization to improve both user experience and backend management. Please ensure there is no data loss during the process and that the site remains fully functional throughout. If you have experience in WordPress optimization, image compression, plugin management, and general performance tuning, I’d love to hear from you. Please provide examples of similar projects you’ve worked on and an estimated timeli...

...result. Users will select from a list of predefined colors (e.g., "Blue" with subcategories like "Ocean Blue," "Queen Blue," etc., and "Green" with subcategories like "Jade Green," "Classic Blue," etc.). I will provide clear examples of how the colors should look on the eyes, so the simulation matches these examples. 2.4 Manual Calibration Option: There should be a manual adjustment option for fine-tuning the simulation if necessary. 2.5 Dynamic Color Management: The system must allow administrators to easily add, rename, or remove colors from the list. New colors can be added by sampling from images or other sources, and they should be integrated into the system with unique branding names (e.g., "Ocean Blue")....

Project Goal Enhance an existing Python web scraper to process 20 websites per second, achieving a total of 1,200 websites in under 60 seconds, without data storage. Scope of Work Performance Analysis Analyze the current scraper code for performance bottlenecks, focusing on areas such as network latency, processing delays, and inefficient code structures. Implementation of Parallel Processing Integrate asynchronous processing using libraries such as asyncio and aiohttp for non-blocking HTTP requests. Explore multiprocessing or threading to handle 20 websites in parallel efficiently, ensuring resource utilization is optimized. Code Optimization Optimize the scraper code to reduce the processing time per site to 1 second or less, focusing on efficient parsing and minimal over...

I am dealing with slow queries, particularly when querying a very large number of records from multiple tables. While I have identified some specific datagrids that are...the situation, identify the root cause of the problem, and implement effective solutions to improve overall database performance. Ideal candidates should have: - Extensive experience as an MS SQL Database Administrator - Proven track record of diagnosing and resolving database performance issues - Ability to optimize query performance and improve system efficiency - Strong skills in performance tuning and database optimization techniques - Familiarity with MS SQL Server Management Studio and other relevant tools. - You need to have knowledge in .NET EF Core A proper candidate needs to have at least 10 years of e...

...Border Controller, or any other proposed solution) that will: Act as the common point for all 2000 softphones to either register or send INVITE requests directly. Dynamically decide at the moment of the INVITE which of the 50 FreePBX systems is available and route the call through that system. The RTP stream must be routed directly between the softphone and the selected FreePBX system for minimal latency. Maintain compatibility with our current FreePBX systems and SIP trunk configuration. Provide failover capabilities, ensuring that if a SIP trunk or FreePBX system goes down, calls are automatically routed through available systems. The solution should scale easily to handle additional FreePBX systems or softphones in the future. Requirements Centralized SIP Element: Evaluate an...

I'm looking for a skilled C# .NET Framework developer who can design and develop a reliable LAN-based communication system for busine...Skills: - Proficiency in C# and .NET Framework. - Experience in developing LAN communication systems. - Knowledge in creating desktop applications for business purposes. Collaboration and Optimization: - Collaborate with team members to understand technical requirements and provide innovative solutions. - Optimize performance specifically for LAN environments, adeptly handling challenges like latency and packet loss. Documentation: - Write clear and comprehensive documentation for the developed systems. The project does not currently specify particular security features, but a strong understanding of general network security principles would...

...BARs are 64-bit compatible. Prefetchable: Set prefetching properties to match the emulated hardware. Core Capabilities Tab: Match the Device Capabilities Register Hex to the donor device. Max Payload Size: Set the payload size for compatibility. Extended Tag Field and Default: Configure to match donor values. Phantom Functions: Match with the donor device's settings. Acceptable L0s Latency and L1 Latency: Match latency tolerances. Link Registers Tab: ASPM Optionality: Configure Active State Power Management as required. DLL Link Active Reporting Capability: Match donor settings. Target Link Speeds: Set link speeds to align with the target device. Slot Clock Configuration: Match the clock configuration of the donor board. Interrupts Tab: Interrupt Pin: Set to ma...

I'm running a marketing campaign and I need someone to extract names and email addresses of chiptuning companies for me from google or other search engines. Specific Requirements: - Data should focus on performance tuning companies only - Target regions include: Asia, Central America, Mexico, Panama, Columbia, Chile, Argentina, Brazil, Japan, Singapore, Australia, South Korea, China, Taiwan, Thailand Skills and Experience: - Data extraction and web scraping - Familiarity with chiptuning industry is a plus - Email and contact management - Knowledge of the specified regions The goal is to create a comprehensive database of potential business partners for my marketing campaign.

I'm in need of an expert who can custom fabricate components for a Cobra AC chassis. The work primarily involves enhancing the aesthetics and finish of the vehicle, as well as tuning the engine for performance upgrades. The ideal freelancer for this project should have a strong background in custom vehicle fabrication, with a keen eye for aesthetic detail and performance tuning.

We need a developer to tweak existing open-source software for monitoring radio frequencies (3 MHz to 3 GHz) using HackRF SDR on Raspberry Pi 5. Key Requirements: Modifications to existing open-source software. Ensure compatibility with HackRF and Raspberry Pi 5. Efficient performance and low latency. Provide updated documentation for setup and usage. Deliverables: Software package with source code. Updated installation guide.

...XPS 13 laptops. - Set up secure remote access (e.g., SSH, VNC) for laptops to connect to the Maryland server. - Test and optimize traffic routing to ensure all data passes through the server. 4. Testing and Troubleshooting: - Simulate real-world activities (e.g., accessing news sites and other approved platforms) to verify system performance. - Identify and resolve issues related to latency, connectivity, or geolocation detection. 5. Documentation and Handover: - Create detailed documentation for system setup, configurations, and maintenance procedures. - 2 HRS Training end users or designated personnel on system management and troubleshooting. Required Skills and Qualifications: - Strong experience with Linux systems administration (Ubuntu Server/Desktop, D...

...manage the upload buffer, ensuring that video data is enqueued and dequeued in a thread-safe and FIFO manner. - **Concurrency Management**: Use a separate thread or operation queue to handle uploads, ensuring that the main processing pipeline remains responsive. 7. **Handling Network Latency** - **Asynchronous Upload**: Use the AWS SDK for Swift to upload each file from the buffer to S3. Implement retry logic to handle transient network errors. - **Network Buffer**: The upload buffer helps smooth out any network latency issues by maintaining a steady upload rate. 8. **Sending to Server** - **AWS S3 or Media Services**: Consider using AWS S3 for storage or AWS Media Services for streaming. Use the AWS SDK for Swift to handle the upload. - **Error Handling and Retries**: I...

...Electronics, Clothing, and Accessories Design Goal: To create a logo that encapsulates the retro spirit of the 70's and 80's, representing a brand that celebrates vintage audio and style. The logo should appeal to enthusiasts of retro electronics, vintage fashion, and timeless accessories. Contest #1 of 2. We will select a starting design and follow up with a second contest for tweaks and fine tuning!!! Key Elements: Vintage Feel: The logo should evoke nostalgia for the 70's and 80's, capturing the essence of this era’s iconic aesthetic. Think bold, sharp lines, geometric shapes, and patterns that reference vintage electronics. Color Palette: The design should incorporate colors typical of the 70’s and 80’s era—vibrant hues like n...

...experience in fine-tuning Gemini and Ollama models, for text classification tasks. Our project involves a dataset composed of over 10,000 records of police reports, each classified into categories such as Robbery, Theft, Fraud, among others. The training could be online, but the model should run locally, which, is already working. Key Information: All records are stored in our database, and we can export them to a JSONL format for training purposes. Currently, without fine-tuning, we achieve an accuracy of 60%. Objective: Achieve a classification accuracy above 90% by fine-tuning models. The final model should be capable of receiving a new police report and accurately predicting the corresponding category. Requirements: Experience: Demonstrated expertise in fine-...

I am looking for a skilled programmer with expertise in fine-tuning Language Models. The primary goal is to enhance the model's accuracy for specific tasks within the finance domain. Key Responsibilities: - Fine-tune a Language Model to improve its performance on finance-related tasks - Utilize provided text documents for the fine-tuning process Ideal Experience: - Prior experience with finance-focused LLMs - Strong programming skills and familiarity with LLM fine-tuning processes - Ability to understand and work with finance-related text documents Please provide examples of previous projects that demonstrate your skills and experience in this area.

We're building a 3D multiplayer air hockey game in Unity, integrating Solana blockchain for a pay-to-play model. We need an expert to consult on: - Crafting secure Solana smart contracts for wagers, payments, and rewards - Implementing real-time multiplayer functionality in Unity, complete with matchmaking and WebGL deployment - Advising on full-stack architecture for scalability and low-latency performance The ideal consultant has extensive experience with Solana smart contract programming (Rust) and Unity multiplayer/WebGL game development. Your role will primarily focus on providing insights on Solana smart contracts, and offering advice on server deployment with an emphasis on server setup, security measures, and load balancing. The consultation will take place over an h...

is my website. I'm looking to optimize it. 2 people have ordered from it but not received anything so I think something is broken. the original dev...from it but not received anything so I think something is broken. the original developer dropped of the face of the earth. I'm looking for a professional who can integrate a Shopify dropshipping company into my existing e-commerce website and enhance its SEO performance. Key Responsibilities: - Seamlessly attach a Shopify dropshipping platform to my e-commerce site - Perform comprehensive SEO tuning to boost site visibility and ranking Ideal Skills: - Extensive experience with Shopify and dropshipping integration - Proven track record in e-commerce SEO - Strong understanding of user interface design principles

...log rotation policies to avoid issues with storage, and ensure logs are retained based on best practices. Implement error handling for failed data ingestions in Logstash, with proper logging and alerting.  8.⁠ ⁠Performance Monitoring: Set up performance monitoring for the ELK stack using tools like Metricbeat or Elasticsearch monitoring features. Define alerting thresholds for high query latency, high disk usage, or other performance bottlenecks. Ensure the system is optimized for scaling, including Elasticsearch shard and replica strategies.  9.⁠ ⁠Testing: Thoroughly test the data ingestion pipeline with sample data from all databases to ensure correct functionality and performance. Test the search and query performance within Kibana, validating indexing and retrieval...

Looking for a team who can develop social chat application requires a combination of features that cater to real-time communication, multimedia sharing, user privacy, and scalability. Real time chat must have below solution : • Ensuring low-latency messaging for users globally. • Managing large-scale concurrent users. Waiting for team who can handle my job Thank you !

We are looking for an experienced Android developer to create an APK similar, with features like real-time audio communication, text messaging, and a user-friendly interface. The project involves using NIO (Non-blocking I/O) and WebRTC libraries for high-performance, low-latency communication.

I'm looking for an AI expert to fine-tune a model for me. The model's primary purpose will be to correct the colors of landscape images for use as YouTube thumbnails. Key Requirements: - Proficiency in fine-tuning AI models, particularly for image recognition tasks. - Experience with image to image color correction. - Familiarity with creating visually appealing thumbnails for YouTube. - Understanding of landscape photography and its color grading nuances.

...add the following features: OpenAI Realtime API Support the OpenAI Realtime API and Azure channel integration. /v1/messages Endpoint Provide support for the /v1/messages endpoint, ensuring compatibility with the OpenAI channel by converting data into Claude format. High Performance Optimization Optimize the system for certain scenarios to improve resource utilization and significantly reduce latency under high concurrency. Detection Prevention Implement measures to prevent upstream detection of OpenAI relaying; any erroneous responses should be handled by “duckagi.” Airwallex and Cryptocurrency Payments Integrate Airwallex payment options (credit cards, Alipay, and Hong Kong Alipay) without redirecting to external URLs, and also support cryptocurrency payments. ...

I'm seeking an experienced assistant to help me prepare for an interview for an AWS Cloud PostgreSQL DBA role. The training will specifically focus on Postgres-centric DBA tasks, with an emphasis on database performance tuning. Key Areas of Focus: - Database Performance Tuning: This is a critical aspect of the training. I need to understand how to fine-tune the database for optimal performance. - Query Optimization: I would like to delve into the intricacies of making queries run as efficiently as possible. - Index Management: Understanding how to manage indexes effectively will be a key part of our sessions. - Monitoring and Diagnostics: I need to learn how to monitor the database and diagnose any potential issues. Ideal Candidate: The ideal trainer will be someone wi...

I'm seeking a PostgreSQL DBA expert to help me become professional in database tuning and optimization. Focus Areas: - Query Performance Analysis: Understanding how to assess and improve query efficiency. - Index Management: Learning how to create, modify and delete indexes for optimum performance. - Configuration Settings Adjustments: Gaining skills in fine-tuning database settings for peak performance. The ideal candidate would be one who can deliver personalized one-on-one training sessions tailored to my learning pace and style. Please include your relevant experience and approach to teaching in your proposal.

Job Description: We are seeking an experienced AI/ML developer to work on an exciting project. The ideal candidate should have expertise in training and fine-tuning large language models (LLMs) and integrating advanced Text-to-Speech (TTS) APIs. Responsibilities: Train and fine-tune large language models (LLMs) for specific use cases. Implement and optimize Text-to-Speech (TTS) solutions for high-quality output. Collaborate on project requirements and deliverables. Troubleshoot and debug AI/ML-related challenges. Document and present the project outcomes. Requirements: Proven experience in training and fine-tuning LLMs (e.g., GPT, BERT, or similar). Proficiency in using Text-to-Speech APIs like Google TTS, Amazon Polly, or similar. Programming skills in Python, Ten...

...inserts. Ensure data integrity and performance. Data Analysis and SQL Transformations Execute SQL procedures and queries in RDS for additional analysis and derived insights. Store final results in the database for website access. RESTful API Development Build a secure RESTful API using AWS API Gateway and Lambda to provide real-time data to the website. Optimize database queries to minimize latency and maximize efficiency. Non-Functional Requirements Availability: Ensure high availability and fault tolerance for all components, particularly the API. Scalability: Design for future growth in data volume and API traffic. Cost Optimization: Use serverless and managed services to reduce idle costs. Security: Implement IAM roles and secure database credentials with AWS Secrets Manage...

I'm seeking a Front end specialist who can assist in perfecting the layout alignment of my HTML and CSS mockup. The focus is primarily on the sub-header section, which contains a carousel that requires resizing corrections. Key Tasks: - Adjusting the layout of the Responsive Owl Carousel to ensure proper sizing, and alignment within the layout. - HTML CSS and Javascript are all inline in one file. Would like to have a file where all languages work in harmony with each other. Ideal Skills: - Proficiency in HTML and CSS - Bootstrap 5.3.0 - Experience with carousel adjustments - Attention to detail in layout alignment Files: Please contact me to receive - Visual Mock-up - HTML file.

I...completed WordPress site. The site is set up for complete Product Affiliation and is approximately 75% complete. Key areas of focus will be: - Technical functionality and plugins: Ensuring all technical aspects of the site are working flawlessly. - Designing and Final touchup: Assisting with the design elements to make the site visually appealing and user-friendly. - Color scheme and typography: Fine-tuning the color scheme and typography to ensure consistency and aesthetic appeal. Ideal candidates for this project should have extensive experience with WordPress, product affiliation setups, and be proficient in troubleshooting technical issues and plugin functionalities. A strong eye for design and understanding of color schemes and typography is essential. I look forward to ...

...project is strictly for model training. You do not need to handle front-end, WebAssembly integration, or deployment. We only require the trained model and associated training artifacts. Key Tasks & Responsibilities 1. Model Training & Optimization • Use our provided Italian audio datasets (hours of curated content). • Develop or adapt training scripts (e.g., in PyTorch) for Whisper fine-tuning. • Propose optimal hyperparameters, data augmentation methods, and training schedules. 2. Performance Evaluation • Measure accuracy using standard metrics (e.g., WER, CER). • Provide before/after comparisons if relevant. • Suggest further optimizations if the results fall below a certain threshold. 3. Deliverables • Fine-Tune...

I'm in the process of building a new WordPress site using the Partiso Child v.1.0 theme, and I need an expert to help finish it up. The primary goal is to wrap up the build so I can launch the site. Specific Tasks: - Design Adjustments: I need help fine-tuning the layout and structure of the site, as well as the color scheme. - Functionality Setup: Ensuring the site works seamlessly is a must. Ideal Candidate: - Proficient with WordPress and the Partiso Child theme. - Strong design sensibility to assist with site aesthetics. - Excellent understanding of WordPress functionality and setup.

LLM Configuration and Training Specialist (Llama 3) We are looking for a Machine Learning specialist with experience in large language models (LLM), specifically Llama 3.1. The objective is to configure a training environment (on-premise or in the cloud), for training a specific model for analyzing responses to a sociological survey, fine tuning the model must be carried out and an evaluation pipeline must be designed. The objective is to collaborate with a research team to train a unique and specialized survey data analysis model. Main responsibilities: Configure and maintain training infrastructure (PyTorch, Python, GPU, etc.). Collaborate in the selection and cleaning of data. Adjust the Llama 3 model to respond to specific sociology prompts. Monitor and evaluate the quali...

...credit bureau checks. Payment gateway and accounting software. CRM and external legal tools. Data Security: Compliance with data protection laws (e.g., GDPR, IT Act). Secure access with role-based permissions and encryption. Scalability: Support up to 5000 users and [5000 loan applications per month. 6. Non-Functional Requirements Performance: System should handle concurrent users with minimal latency. Reliability: 99.9% uptime with robust disaster recovery mechanisms. Usability: Intuitive design to minimize training requirements for staff. 7. Stakeholders Business Teams (Sales, Credit, Collections) IT Teams (Development, Security, Support) External Partners (NBFCs, Payment Gateways, Credit Bureaus) 8. Timelines and Milestones (Please suggest) Requirements Gathering: [Start D...

...Greeks with reference or market data. Feature Engineering Creation of technical indicators, order book–based features (market imbalance, spread, etc.), and Greeks-based features. Documentation of all features and how they are computed. ML Model Development Selection of appropriate models (e.g., XGBoost, LSTM, Transformers, etc.) with clear rationale. Model training scripts with hyperparameter tuning and performance logging. Implementation of a rolling or walk-forward validation for time-series. Backtesting Framework A comprehensive backtesting engine that: Consumes model signals. Simulates trades (long/short option positions, hedging, etc.). Applies slippage, commissions, and partial fills based on Level 2 data. Performance metrics (PnL, Sharpe ratio, drawdown, etc.) and...

The attached AI-generated photo of a couple needs some fine-tuning on their hand positioning and overall realism. Your task is to make the couple's hands appear natural and realistic, enhancing the details to make it look lifelike. Key Responsibilities: - Adjust the positioning of the hands to create a believable, natural hold - Improve the details and realism of the hands

I'm seeking a high-lev...- Advanced Data Augmentation Techniques: The use of advanced data augmentation techniques is crucial. Specifically, I want to utilize methods like Cutout or Mixup to enhance the model's robustness and generalization capabilities. - Convolutional Neural Network (CNN): The model should be based on a Convolutional Neural Network (CNN). Therefore, deep expertise in designing, implementing, and fine-tuning CNNs is required. Ideal skills for this project include: - Extensive experience in deep learning and computer vision. - Proficiency in using Python and relevant libraries such as TensorFlow or PyTorch. - Prior experience with CIFAR100 or similar datasets will be a plus. - A proven track record of achieving high rankings on Kaggle competitions will...

...Models. For Custom Telephony Service That Charges Fix Cost For Unlimited Outbound And Inbound Calls Like Aircall Ai. Features Required Batch Calling For Outbound Calls Thats Allows To Do Bulk Calling At The Same Time. Call History Monitoring: Access detailed records of all calls, complete with statuses and outcomes. Advanced filtering options enable users to sort calls based on success rates, latency, and user sentiment, facilitating the swift identification of failed calls and performance bottlenecks. Post-Call Analysis: Automatically analyze customer conversations post-interaction to extract valuable insights. The system supports various data types—Boolean, text, number, and selector—allowing for customized analyses tailored to specific business requirements. ...

...more engaging, enhancing the app’s interactivity and "girlfriend" persona. The app should be able to adapt its responses dynamically based on user input. Required Skills: Strong experience with Android development and Java/Kotlin programming. Familiarity with Machine Learning and LLMs, with knowledge of local model deployment. Experience with AI models on mobile platforms, optimizing for low latency and minimal storage. Knowledge of Play Store requirements for app size and performance. Ability to troubleshoot and optimize existing backend code. Preferred Skills: Experience with OpenAI GPT models or similar conversational AI technologies. Familiarity with NLP and techniques for improving chatbot responses. Previous experience integrating offline AI models into m...

I'm in need of a talented generative AI image specialist and backend developer who can efficiently utilize Flux to build tailored workflows. The project involves creating a REST backend to run these workflows, generating group images like family holiday pictures. Key Responsibilities: - Fine-tuning Flux by creating Loras for each individual based on provided images. - Using custom workflows and techniques to generate group images with consistent individuals, all without blending. Ideal Skills & Experience: - Proficiency in generative AI image tools, particularly Flux and ComfyUI. - Strong backend development skills. - Experience in creating and deploying REST backends. - Prior work with AI in image generation, especially in creating group photos. Please note, I have not ...

...all aspects of order management and real-time market data streaming with a focus on low latency. Key Responsibilities: - Set up a new Deribit Test account and generate API keys for authentication - Implement order management functions, including placing, canceling, modifying orders, getting the order book, viewing current positions - Develop a WebSocket server functionality for real-time market data streaming - Allow clients to subscribe to symbols and stream continuous order book updates for those symbols The ideal candidate should have: - Profound expertise in C++ programming - Prior experience working with trading systems - Familiarity with WebSocket server implementation - Understanding of low latency requirements in trading - Capability to handle all parameters duri...

...comprehensive security and notification system. This is a one-time setup job, not an ongoing role. Key Responsibilities for One-Time Setup: Server Configuration: Install and configure TrueNAS for optimal performance and storage management focused on initial setup. Frigate Setup: Deploy and configure Frigate NVR for object detection using IP cameras, with a focus on initial accuracy and performance tuning. Integration with Home Assistant: Integrate Frigate with Home Assistant for initial setup to centralize control and automate based on camera detections. MQTT Configuration: Set up MQTT broker to facilitate initial communication between Frigate, Home Assistant, and other IoT devices for sending notifications via text when people are detected in specified areas. Required...

Half of my WordPress website is already completed, and I need a skilled WordPress professional to help with editing the other half. Key Areas of Focus: - Design and Layout: Fine-tuning the aesthetics of the site to ensure a seamless user experience. - Content and Text: Editing existing text and content for clarity, SEO, and overall quality. Please note, I want to keep the current color scheme and fonts consistent throughout the site. No new pages are required at this stage, just a professional touch on the existing ones. Ideal Skills and Experience: - Proficiency in WordPress - Strong design sense - Excellent English language skills - SEO knowledge - Experience with content editing

...operations depend on the ability and sense of each designer, so there are inconsistencies in the trends and quality of banners depending on the person in charge. 3. System Functionality Details (a) Based on the above, this system provides the following functions to solve the current issues. (b) Automatic template selection function ① Past banner production data is normalized and used for fine-tuning ChatGPT. ② When product information (product image, price, description, catchphrase, target, brand color, etc.) is entered, the optimal Canva template ID is estimated based on past selection trends. (c) Automatic element setting function ① Automatic image size setting: Automatically selects the appropriate image size for each product information. ② Automatic text size adjustment: Adj...

I need two methods developed for my Selenium WebDriver + Java automation project. These methods should control the internet connectivity of a RemoteWebDriver instance during test...connectivity of a RemoteWebDriver instance during test execution. - The first method should make the browser offline, and the second should bring it back online again. - Both methods should take RemoteWebDriver as input. - The methods should be tested on both Linux and Windows platforms, and on both Chrome and Edge browsers. - Future-proofing is a plus, as I may require varying levels of network latency in the future. Ideal skills for this project include proficiency in Java and Selenium WebDriver, experience with network simulation in automated tests, and expertise in both Linux and Windows operatin...

...environments, subnets, route tables, and NAT gateways. Ability to design and manage VPCs or equivalent virtual networks across any platform. Load Balancing: Proficiency in configuring and managing load balancers (application-level and network-level) to ensure high availability. Traffic Management: Skills in managing traffic flows, including ingress/egress rules, bandwidth optimization, and minimizing latency. Security and Access Control Security Groups and Firewall Management: Ability to define and manage security group rules, firewalls, and access control lists (ACLs) to secure systems. Understanding of the principles of least privilege and zero-trust architecture. Network Security: Expertise in implementing VPNs, TLS/SSL encryption, and secure communication protocols. Abili...

We are seeking an experienced developer or team to build a pipeline for fine-tuning open-source language models (e.g., LLaMA, GPT-J, etc.) to optimize their performance for data extraction tasks. The project includes integration with LangChain TypeScript (TS) and the implementation of feedback loops to ensure a robust validation process, including ZOD validation. Key Objectives: 1. Pipeline Development: • Build a pipeline that fine-tunes open-source models for extracting specific data from text inputs. • Ensure the pipeline supports continuous improvement with fine-tuning iterations. 2. LangChain Integration: • Integrate LangChain TS for improved processing, chaining, and orchestration of model inputs and outputs. 3. Feedback Loops and Validation: &bull...