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    2,000 neural network python github jobber funnet, priser i USD

    Troubleshoot Easygoip/Ejointech SIM 13:12–15:26 (1.5h billed)

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    Looking for a skillful full stack developer with a background in the development of e-commerce websites. Your core expertise should include: • JavaScript • Python • HTML • Networking This role mainly focuses on creating a user-friendly e-commerce platform with necessary features: • User registration and management: Design a secure interface where users can easily register and manage their profiles • Content publishing and editing: Integrate a feature that allows for sleek publishing and editing of content Experience in e-commerce site development is necessary. A successful applicant should have an ability to bring new, creative ideas for website development whilst maintaining its core functionality.

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    Data science expert Avsluttet left

    ...specialist with a keen visualizing skill set. You'll be tasked with making sense of complex data without a clear focus - it could be financial, user behavior or operational data. As such, the more varied your experience with data types, the better. - Data Visualization: You'll be creating compelling, easy-to-understand visuals out of complex data. Experience in data visualization libraries in Python or R will be highly advantageous. - Data Analysis: You'll need the ability to parse through undefined types of data and identify key patterns or trends. - Fast Turnaround: I require this project to be completed ASAP, so a proven track record for quick turnarounds without compromising quality is key. This project is an excellent opportunity for those who appreciate a...

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    I need a skilled developer with proficiency in Python and React to build AI tools focused on Natural Language Processing (NLP) and Machine Learning Algorithms. These tools will primarily be used to develop a recommendation system operating on Backlinks patterns. Key Requirements: - Proven experience in Python and React - Strong understanding and experience in NLP and Machine Learning Algorithms - Proven track record in creating efficient recommendation systems - Experience with handling social media data is a plus This project requires a deep technical understanding of AI technologies and a creative mind to implement these in the context of social media. You'll be working with large sets of dynamic data, thus experience in handling such data sets efficiently will be ...

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    Trophy icon Realistic Two-Scene Men Cartoon Avsluttet left

    ...the same two male characters. - No text or dialogues within the artwork. However, please include blank speech bubbles, and I will fill in the text myself. Create a cartoon in one frame. A short man from Iran with balding head and a comb over is very mad and yelling at a tall, white male with a clean shaved head with lots of stubble. In the background is a whiteboard with drawings of a network. The tall man is putting his head down in shame . Create a second frame where the same man from Iran is blushing but still upset and the tall white man is looking confused and has his hand on his head and looking straight at the came with confusion. Ideal skills for this project would be previous experience in realistic style cartooning, a keen eye for detail, and timely deliver...

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    Omtalt Viktig Garantert
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    JASMIN SMPP SERVER Avsluttet left

    We want to set up a JASMIN SMPP server, then connect it to our sms platform to allow our customers to use SMPP. Apart from the basic functionalities of JASMIN, we want these additional functionalities: - The possibility of assigning prices by network or by country - Have access to the JASMIN client interface - Integrate the JASMIN Rest API into our existing SMS platform. - Create, modify SMPP or http accounts -SMPP Client/Server -HTTP Client/Server - Based on the AMQP broker for store&forward mechanisms - Advanced message routing: Simple & static, Roundrobin, Failover, Leastcost.. - Standard message filtering: TransparentFilter, ConnectorFilter, UserFilter.. - Advanced message filtering: EvalPyFilter - Advanced messaging/routing mechanisms enabled by message inter...

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    I'm working on an SEO writing tool assisted by AI. The goal is to assist writers instead of having AI leading the way, basically enhancing human creativity instead of creating it. This would provide better content overall. I'm a fullstack dev myself, I will handle UI, UX and the back (auth, apis, etc). The stack is React and Django. I'm looking for either: 1. A developer to handle the AI part (small budget) 2. A full on co-founder with whom we'd share the futur revenue. For 1, I'll be giving you small tasks to perform (low budget as it's a solo project). For 2, we'll work hand in hand to build an awesome product. For both options, provide a detailed bid with your skills. For 1, mention your hourly rate.

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    Hi Empiric Infotech LLP, I noticed your profile and would like to offer you my project. We can discuss any details over chat.

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    I am looking for an entry level full stack developer with skills in JavaScript, Ruby, and Python. Your task is to have a significant role in building a blog or personal website from the ground up. Ideal Skills And Experience: - Proficient in JavaScript, Ruby, and Python - Experience in building engaging and user-friendly blogs or personal websites - Knowledgeable in front-end and back-end development - Ability to troubleshoot and solve coding issues While you may be an entry-level developer, I value a keen eye for detail, creativity and the ability to work independently. Please ensure your bid represents your knowledge of these languages and your experience in blog or personal website creation.

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    Hello, I'm experiencing a network error in the server-side script of my Node.js project, specifically in handling API requests. I'm looking for a skilled and experienced developer who can troubleshoot and fix this issue. cause: Error: connect ETIMEDOUT at [as oncomplete] (node:net:1278:16) { errno: -4039, code: 'ETIMEDOUT', syscall: 'connect', address: '', port: 443 } If you have fixed such issue before then please contact me. Thanks

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    Title: Python Developer for A* Algorithm Implementation Project Description: We are seeking an experienced Python developer to implement the A* algorithm for a classic fifteens puzzle game. The project involves filling in missing parts of provided helper code and ensuring the solution is optimal and efficient. Key Responsibilities: Implement the A* function in search.py. Develop a heuristic function in search.py. Implement methods is_goal and generate_children in the TilesNode class. Test the code thoroughly, including boundary cases, to ensure correctness and efficiency. Adhere to the Python standard library and avoid using external packages. Requirements: Strong proficiency in Python programming. Solid understanding of the A* algorithm and experience with ...

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    ...first txid should be that of the coinbase transaction Difficulty Target The difficulty target is 0000ffff00000000000000000000000000000000000000000000000000000000. This is the value that the block hash must be less than for the block to be successfully mined. Execution Create a file named that contains the command to execute your script. This file should ideally contain a single command like python or node index.js. Your script should autonomously perform all tasks when is executed, without requiring any manual intervention. Evaluation Criteria Your submission will be evaluated based on the following criteria: Score: - Your code output will be scored bases on the fee collected and the amount of available block space utilised. You must score at least 80 points to pass the

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    ...jupyter notebooks. The primary goal is to develop a powerful notebook capable of calculating a range of metrics-- not only accuracy, precision, and recall, but also the ROC-AUC, Silhouette score, Davies-Bouldin Index, Calinski-Harabasz Index, Adjusted Rand Index, and Normalized Mutual Information from isolation forest models. The specifics I'm after include: - Developing a jupyter notebook (Python) - Utilizing the existing isolation forest models for outlier detection - Calculating metrics like ROC-AUC, Silhouette score, Davies-Bouldin Index, etc. In addition to this, the notebook should present the results visually through scatter plots, confusion matrices, and histograms. Experience in data visualizations and clarity in presenting statistical data is key. This project...

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    Gestion de leads, campañas automatizadas de whatsapp y email marketing. Generación de plantillas HTML para email y landing pages con IA. Creación de plantillas de mensajes de whatsapp con api de meta whatsapp. Calendarización de envíos. Automatización de mensajes. Calendario de correos y whatsapps. Embudo de ventas Cambio de status de los leads Configuración de Agentes Virtuales con what...de whatsapp y email marketing. Generación de plantillas HTML para email y landing pages con IA. Creación de plantillas de mensajes de whatsapp con api de meta whatsapp. Calendarización de envíos. Automatización de mensajes. Calendario de correos y whatsapps. Embudo de ventas Cambio de status de los leads Configuraci&oacut...

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    I'm seeking the expertise of a data scientist or machine learning engineer to develop a model for classifying various types of attacks on a KDD dataset. The ideal candidate will have extensive knowledge in the use of autoencoders for feature extraction and GRU models. Key project elements include: * Professionals will need to implement an autoencoder for feature ...should be dexterous in practicing various optimization techniques to increase the performance of our model 2. Data Preprocessing: Applicants should have skills in effective data preprocessing methods to arguable heighten the model's reliability. This requires broad knowledge of data science, machine learning models, particularly autoencoders and GRU models. Experience in cybersecurity or network systems ...

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    I'm seeking a freelancer with experience in OpenAI's embedding models and GPT4, PHP, and the Github openai-php client. I have pre-existing PHP and code base, our prompts and functions we use, this all works perfectly, we're not needing you to integrate this into our existing system, simply modifying our functions to make use of the correct embeddings, preparing embeddings, and how to store them. What we want done: We are an SEO agency that has different clients, we want to be able to upload content pages and blog articles the client has on their website and then use this for context and understanding of what our clients do and the way they write. We have all this information stored for each client already, we need to format it and prepare it in the correct format f...

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    Looking to harness the potential of LinkedIn's professional network, I seek an experienced marketer who can help me build my professional network. This will involve the development and publishing of informative, engaging articles on LinkedIn daily. Skills & Experience: - Proven track record of LinkedIn Marketing - Strong content writing and editing ability for article creation - Understanding of professional networking strategies on LinkedIn - Ability to contribute fresh and insightful article topics regularly

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    Hi there. I'm looking for a AI chatbot engineer for building NSFW chatbot like candy.ai. Candidates should know about the langchain and OpenAI, also need to manage the team with me. The requireme...engineer for building NSFW chatbot like candy.ai. Candidates should know about the langchain and OpenAI, also need to manage the team with me. The requirements are very simple. Just similar with candy.ai. So there are some feature needs. STT, TTS and generating Answer. I have already working chatbot and need someone who can complete this chatbot successfully. I hope to use ElevenLabs for STT and TTS. Python Flask, MongoDB, , Langchain are required skill set. So, if you have experience of using elevenlabs, that would be great. Please start proposal "candy". If not, will igno...

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    I'm looking for a seasoned Python developer to carry out a real-time email validation in bulk. You'll be handling emails primarily from Yahoo, AOL, and Hotmail. Ideal Skills: - Proficient in Python. - Experience with email validation. - Familiarity with API integration. Your pivotal role will be providing efficient solutions during the entire process. I expect the deliverables to be reliable and of high-quality. If your technical skills align with this project, don't hesitate to send a proposal.

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    use one of the following to get high accuracy: - Convolutional Neural Network (CNN) - Radial Basis Function Network (RBF) - Extreme Learning Machine (ELM) - Support Vector Machine (SVM) - Transformer using SUN397 dataset

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    Develop NSFW Chatbot Avsluttet left

    Hi there. I'm looking for a AI chatbot engineer for building NSFW chatbot like candy.ai. Candidates should know about the langchain and OpenAI, also need to manage the team with me. The requireme...engineer for building NSFW chatbot like candy.ai. Candidates should know about the langchain and OpenAI, also need to manage the team with me. The requirements are very simple. Just similar with candy.ai. So there are some feature needs. STT, TTS and generating Answer. I have already working chatbot and need someone who can complete this chatbot successfully. I hope to use ElevenLabs for STT and TTS. Python Flask, MongoDB, , Langchain are required skill set. So, if you have experience of using elevenlabs, that would be great. Please start proposal "candy". If not, will igno...

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    I'm looking to hire a skilled Civil or Structural Engineer with experience in drainage systems design for small residential buildings. Your task will include designing a comprehensive drain network tailored for a 1-3 story building. As the building's special features were not specified, an adaptable and flexible approach to the design will be appreciated. Experience in residential projects is a major plus. Your bid should include: - Previous similar projects undertaken - Your approach to this project - Estimated time needed for completion.

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    I'm looking for an experienced Python developer adept in creating Windows desktop applications. My project's primary focus is on image processing and the integration of a machine learning model. Optiscan is a desktop application designed as a diagnostics assistant for eye care doctors. It facilitates the analysis of eye topography reports using machine learning models trained to recognize key values and patterns, determine normal and abnormal trends, and provide a printable final output. This document outlines the specific requirements for developing the Optiscan desktop application. 2. Functional Requirements • Image Input: The application should allow the doctor to input up to 10 eye topography images at a time for analysis. • Model Integration: The applicat...

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    I need of code in Python (Selenium) to get information of product page of a marketplace. The method/function need receive the link of page, and the code must create a directory and save inside this directory, the video and images of product. Must create file (ex xml, csv) and save the title of product, description of product, price and discounted price when offered, basic information.

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    I'm currently seeking an expert in working with Aruco using Python to assist me with several specific tasks. - Marker Detection: Your primary task would be to detect Aruco markers in different environments - Pose Estimation: You should be able to estimate the pose of the detected Aruco markers - Camera Calibration: You will also need to calibrate the camera used to detect the Aruco markers. The system should be very accurate considering that a high-precision level is to be achieved. Therefore, your skillset should primarily include proficiency in Python and extensive experience working with Aruco libraries. A solid understanding of how to enhance computer vision accuracy and precision is highly recommended.

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    I am in need of an experienced Python developer who is comfortable creating applications using Google's App Engine. Key responsibilities: - Developing a Python-based application on Google Cloud App Engine - Ensuring the application is optimized for single-user load Skills and Experience: - Proven experience with Python programming - Experience with Google Cloud and specifically App Engine - Familiarity with creating applications for single user load - Understand concepts of scalability and their implications Please ensure to attach examples of similar projects within your proposal.

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    I require a professional to set up a domain controller on my Windows Server 2019. This setup should cater to less than 50 users and offer redundancy with at least one backup domain controller. Ideal Skills: - Extensive experience with Windows Server 2019 - Knowledge of network architecture and redundancy setups Project tasks: - Install and configure the domain controller - Create a setup for fewer than 50 users - Implement redundancy with one backup domain controller This project demands precision, reliable communication, and expertise in the field. Only apply if you have verifiable experience in similar projects.

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    I have an e-commerce in the women's niche and I want to advertise on Google Ads, my goal to begin with is to test a few products on the discovery network, which is basically a native ad within Google ADS where it appears on sites like YouTube, Gmail ... they are basically made up of images and I'm really bad at design, so I would like a collaborator for this work

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    ...integration. once file uploaded, it will be processed in the backend and result will be produced in 3/4 horizontal rows in tile format user can view large formats of the result by clicking over it, download it from larg/tile format you need to focus on fuctional stuff ignore everything else from ref. () site. Tech stack: technlogy: frontend => Angular+HTML5; backend =>Python; DB: pgsql Your responsibilities : - Design, build and optimize a responsive website - Ensure the technical feasibility of UI/UX designs - Collaborate with team members and stakeholders - Maintain high-quality graphic standards and brand consistency Ideal Skills and Experience: - A proven track record with a robust portfolio of past work showcasing your skills - Extensive experience with JavaScript

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    I'm seeking a Python expert to extract the text data from various eCommerce websites. You'll apply your Python prowess to develop web scraping techniques that effectively capture the desired text. Key Responsibilities: - Web scraping - Text data extraction from eCommerce websites Ideal Skills: - Proficient in Python - Proficiency in web scraping - Experience with data extraction from eCommerce websites Your innovative strategies and attention to detail will be fundamental to meeting my goal of extracting text data successfully. With your help, we will be able to leverage valuable data from eCommerce platforms to make informed business decisions.

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    I'm in need of an expert who can effectively set up my eBay network affiliate partnership for my website. Here are the specifics: - Integration: eBay will be the marketplace platform to integrate. This is where I will be importing products from, hence a good understanding of eBay API integrations will definitely be beneficial. - Product Import: The niche for my website revolves around Home and Garden items. Hence, I wish to add these products from eBay to my website. Skills in product data scraping and handling would be great. - Listing Style: My vision is to have the imported items listed individually on my website. Therefore, experience in creating engaging, standalone product listing pages will be advantageous. - Immediate start: This task requires an immediate start, the j...

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    ...The codes of the membership system and basic features were written. The subject of the website is the processing and interpretation of legal texts. In addition, most of the design of the site has been completed and simpler features will be added. I am looking for a talented professional with a mission to develop a solid and dynamic project. The individual must demonstrate strong proficiency in Python, Django, react, PostgreSQL. I also need a Full Stack Developer who focuses on designing the front end of the website as well as creating a solid backend architecture. The perfect candidate will need to have a comprehensive understanding of all aspects of web development to ensure seamless data flow across the stack. At least 4 years of experience emphasizing skills to compile effici...

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    Hi, someone written a python code a while ago for telegram message forwarder and it was working fine that time. But now I’m trying to use it again after like 2/3 years and it started giving me some kind of import error. I want someone experienced to look in to it and make it work. My budget is $10 as code is written.

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    ...to (algo strategy and market place along with keywords and runtime variables through python block). Also payoff graphs Realtime for running positions. - Develop an advanced backend in Python to efficiently fetch and manage derivative future & options prices . - Integration with brokers through their APIs - Integrate a sophisticated system for user subscriptions, offering flexible monthly and annual options. - Ensure a user-friendly interface with intuitive click-to-subscribe functionality. - Implement robust security measures to safeguard user data and ensure a smooth, engaging browsing experience. - Both web and mobile app. Ideal Skills and Experience: - Proficiency in Python, react, nodejs, flutter, mysql with expertise in handling financial data and integr...

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    I'm urgently in need of a proficient Python developer to help with my automation task. The specifics of the automation haven't been provided but could range from a file management system to an email sending mechanism or data extraction and processing. The ideal freelancer for this task will have: - Extensive experience in Python programming - A clear understanding of automation projects - Ability to work quickly and efficiently, as this task is required ASAP. If this sounds like a project you're equipped to take on, please bid. Previous experience in similar tasks will be a significant advantage.

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    ...-Models are already running on a local computer, but I need to move them to Sagemaker 100%. Data is on S3 already. -You need to configure and prepare Sagemaker from end to end, and teach me how you did it, since I need to replicate it in another system. -I will give you the data and access to AWS Ideal Skills and Experience: - Demonstrated experience in performing similar migrations - Proficiency in Python, R, and Spark languages - Hands-on experience with AWS Sagemaker -AWS is a MUST, -No matter how, we need to have both models up and running on Sagemaker. -You dont need to change, or imrpove the models, they are already good. But maybe you will need to adapt them to be able to run in AWS Sagemaker. Your ability to perform this task accurately and efficiently will be invaluab...

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    The goal of this project is to optimize Azure Front Door for a content delivery network (CDN) serving primarily static web files: HTML, CSS, and JS. The designed CDN should display seamless compatibility with various browsers, including Google Chrome, Microsoft Edge, and Mozilla Firefox. Key Features Expected: - Efficient Load Balancing - Robust Web Application Firewall (WAF) Top Skills and Experience Required: - Deep expertise in Azure Front Door configurations - Thorough understanding of CDN operations - Familiarity with static web file operations - Proficiency in cross-browser compatibility testing

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    I am seeking a Python developer with expertise in using Python 3 for web development tasks. Your key responsibility will be creating and enhancing several aspects of my website using Python 3. Required functionalities include: Chromebook recently updated the Linux container from Debian 11 to Debian 12 (Bookworm). When I run python3 -V in a terminal, the new upgrade indicates Python 3.11.2. I was running Python 3.73 in the previous build. Python upgrade commands fail. Can you fix this issue? More details will be provided to selected developer If you have a proven track record with Python 3, web development and troubleshooting skills, I welcome your bid for this project.

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    Hi there. I'm looking for a AI chatbot engineer for building NSFW chatbot like candy.ai. Candidates should know about the langchain and OpenAI, also need to manage the team with me. The requirem...engineer for building NSFW chatbot like candy.ai. Candidates should know about the langchain and OpenAI, also need to manage the team with me. The requirements are very simple. Just similar with candy.ai. So there are some feature needs. STT, TTS and generating Answer. I have already working chatbot and need someone who can complete this chatbot successfully. I hope to use ElevenLabs for STT and TTS. Python Flask, MongoDB, , Langchain are required skill set. So, if you have experience of using elevenlabs, that would be great. Please start proposal "candy". If not, will igno...

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    I am looking for an experienced Python developer with a background in artificial intelligence to develop a model that can accurately detect document corners, regardless of their shape - including rectangular, curved, and irregular corners. I have a dataset of around 500 images with coco annotations. The model should be able to run on mobile devices on live camera feed. Key Requirements: - Strong competence in Python, as it is the preferred language for model development. - Experience in AI-driven development. - Ability to present a detailed project proposal demonstrating an understanding of the project and how you intend to execute it. Interested applicants are encouraged to submit comprehensive proposals outlining your practical approach to this project, strategies, an...

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    ...with WP Bakery page builder (TBD - new milestone) - Improve our blog pages (single post, category pages, and blog main page) (TBD - new milestone) First page deliverable proposed structure: Proposed homepage sections: - header - Hero banner: a nice slogan with a creative visual - Capabilities, conversion rate optimization, revenue ops, ad ops, dev ops - Technologies: Google Analytics, Google Ads, Python, JavaScript, Figma, Wordpress, Shopify.. - Clients - Call to actions: Consulting, Dashboards, Analytics Verification Tool Skills: - Top notch designer with the ability to produce modern and simple yet beautiful designs - Be able to execute them in wordpress (we use WP Bakery page builder) - Maintain our page speed load by keeping contents light weight, and deliver clean work in ...

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    I am on the hunt for a proficient full-stack developer or team who can create an innovative AI-powered chat and booking system for our wide network of 1000+ hotels. This system should push our cross-selling and upselling strategies while ensuring our guests experience a seamless booking process. Key Features: - AI chatbot that provides users with relevant information, facilitating upselling and cross-promotion of our diverse services. - Additional features should include detailed hotel information, a room service ordering facility, and loyalty program integration. - Compatibility with Whatsapp, Facebook Messenger, Zoho Sales IQ is desired to extend the reach and availability of user touchpoints. Ideal Skills: You are an experienced full-stack developer with a stellar portfolio s...

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    I am looking for a Python developer who can help me migrate from Lambda to a Linux box. All these are running with lambda, and RDS, they need to run off a single Linux instance in AWS, pretty straight forward migration.

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    I am looking for a python programmer who can develop python code to interface with some hardware data acqusition and basic signal processing. Phidgets Device: Basic Functionality: 1. GUI for User 2. Be able to read raw data from 1-4 channels from bridge sensor 3. Be able to set ADC scale, data sampling rate 4. Perform auto zero (take X readings, average it, and subtract it from the values) 5. Calibrate sensor (we apply 3 points of known excitation to sensor, and scale reading to that using linear or polynomial fit) 6. Save raw and scaled data to CSV files You must be able to debug software with the hardware remotely via Team Viewer or remote desktop.

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    As we venture into an innovative visualization game project, we are in need of an advanced Python developer to lend their expertise in game development specifically for the Windows platform. This position entails the unique task of working with projection matrix of a camera to unravel a maze within the game design. Ideal Skills and Experience: - Proficient in Python - Experience in Windows platform game development - Able to work with projection matrix in a gaming environment - Strong technical skills in game development Unfortunately, we skipped the question regarding the visual style or aesthetics of the game. However, it is crucial for the developer to exhibit flexibility and creativity as these elements will be discussed further along the lines. We look forward to se...

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    Looking for Python expert to do code corrections based on reviews Long TERM. For initial test taks I attach code in Google Colab Notebook + TXT file with required corrections + New test data. Please asnwer to each and/or mark that which are unclear

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    As the primary user of a Windows 11 Pro PC acting as a server for a SQL based car dealership software, EasyDeal, I require technical support to resolve my ongoing issue. The main problem I encounter is that various devices are struggling to maintain a connection to the software, indicating a "Connection Timeout" TC...maintain a connection to the software, indicating a "Connection Timeout" TCP errors, "could not locate server" error message. Key Tasks: * Troubleshoot and repair the connection issues on the server and other devices * Ensure stable, reliable connection between the devices and server Ideal Skills & Experience: * Proven experience with EasyDeal software * Excellent knowledge and skills in SQL and network troubleshooting * Familiarit...

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    The project will be divided in 2 phases. 1st Phase: UI Milestones: 1) Home, Network, About us, Contact Us, Blogs, Privacy -- 20,000 INR 2) Login, Registration Page - 10,000 INR 3) Persona Creation UI - 20,000 INR 4) Chat with Persona UI, Dashboard -- 15,000 INR Subtotal: 65,000 INR Timeline: 6-7 Business Days 2nd Phase: Functionality Milestones: 1) Persona Creation Automated -- 20,000 INR 2) Integrating with Hubspot CRM -- 20,000 INR 3) Persona Creation Manual -- 10,000 INR 4) Scrapping Linked-in Profiles -- 15,000 INR 5) Chatting with Persona -- 10,000 INR 6) Membership (Stripe) -- 10,000 Subtotal: 85,000 Timeline: 10-12 Business Days Milestone Releasing Order: The works that are done milestones should be released accordingly. If needed, it should be partially release. Tota...

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    I'm seeking a Azure Microservices along with Azure Function App expert for an upcoming project in user management, notably in user authentication and account creation. A deep, comprehensive understanding in these areas is essential. You'll chiefly work on: - User authentication - Account creation - Active user management Ideal candidates will suitably demonstrate proficiency in Python with an emphasis on basic scripting. Knowledge of PostgreSQL is equally crucial. Given that the projected number of system users is less than 1000, your design should be optimized for this scale. Previous experience in similar projects will be an advantage. A prompt delivery within agreed timelines without undue compromise on the quality of the implementation is vital for this projec...

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