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    I'm seeking a proficient Python developer experienced with Jupyter to create a specialized software for skin disease identification and segmentation. Key Functionalities: • Automatic segmentation • A user-friendly interface • Capable of real-time processing The project requires the software to be adept at encoding both images of skin tumors and medical records. Your skills should cover complex data handling and feature extraction from these diverse datasets. Aiming for pristine results, I require the software to deliver a high accuracy level - above 95%. Experience in medical imaging and record processing is inevitably ideal and advantageous. This task requires a deep understanding of machine learning models, image processing, and artificial ...

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    I am seeking experienced Python and Flutter developers with a strong background in AI for an upcoming software development project. The software should primarily work to enhance business efficiency through intelligent data analysis and machine learning applications. Key Features: - Capable of performing complex data analysis. - Incorporate sophisticated machine learning algorithms. Purpose and Users: This tool will be used in construction industry by engineers and contractors for communication of Instructions and development of IPOs. Skills and Experience Required: - Expert knowledge of Python and Flutter. - Proven experience in AI, particularly machine learning. - Experience in developing data analysis tools. - Familiarity ...

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    I am in need of an individual proficient in Python, specifically with experience in AutoCAD e-Transmit, to rectify some issues with a script I possess. Specifically, after analyzing the script, it seems that it has a series of syntax and logical errors that have impeded proper functioning. To achieve the project's goals, you need the following: - Intermediate knowledge of Python - Familiarity with AutoCAD - Proven problem-solving skills in programming For your application to be successful, kindly include samples of past work related to Python scripting for AutoCAD or similar projects. I am particularly interested in examining how you have previously utilized your programming skills to rectify comparable issues in the p...

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    I am looking for a developer skilled in Python, JavaScript, or Ruby to independently build an integration with the Airbnb Live API. Your task will entail retrieving Listing Details, Booking Information, and User Reviews. More explicitly, I am seeking the extraction of data fields or attributes in the areas of: - Property Amenities - Reservation Dates - Review Ratings A balancing of efficiency and accuracy in data retrieval is a key mark of success for this project. Proven experience with API integrations and attention to detail will be highly valued. Demonstrate your knowledge and competency in your bid.

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    I need an expert in data scraping to extract detailed information from Airbnb. The information required includes: Host Data: - Extract the names of the hosts, their contact information, and their ratings. Listing Data: - Scrape the listing titles, descriptions, and the amenities offered. Also, delve into the pricing information to better understand the market trends. Ideal candidates should have previous experience in data scraping, preferably within the hospitality industry, and should be familiar with platforms like Airbnb. Proven knowledge of Python, BeautifulSoup, or similar tools is a must. I am looking forward to working with an individual who can provide accurate results in a timely manner.

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    I'm in need of a Python developer experienced in entries/trades and exits based on indices for the KITE and ICICI Direct trading platforms. Key Responsibilities: - Develop an algorithm that authenticates automatically onto the KITE platform for trade execution and monitoring. - The algorithm must trigger a trade based on Indices (nifty or Banknifty). - There should be functionality that allows for exiting an existing trade and placing a new one. - It needs to run from a local machine. - The system should evaluate trading time and indices performance before exiting any trade. The ideal candidate should have: - Experience in developing automated trading systems, particularly indices based trades - Strong knowledge and working experience with Python...

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    Hi, Please apply only individual. Agency can apply but budget should not be more than mentioned. Role : GCP Engineer (OTP) Exp : 7 + yrs SHIFT: IST Cloud Storage Buckets, BigQuery (SQL, Data Transformations and movement) Airflow (python, DAGs), DBT IAM Policies PyCharm Databricks (pySpark), Azure DevOps Clear and confident communication

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    Python Expert Needed. first line + " I am not bot. "

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    I want ERP and CRM package software with Saas version standard features and menus. The features I want add python, node js, golang, java, javascript example: The investment I made. I want to receive it as soon as possible. ready package software. or redoing it from scratch. using open source No problem.

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    I want ERP and CRM package software with Saas version standard features and menus. The features I want add python, node js, golang, java, javascript example: The investment I made. I want to receive it as soon as possible. ready package software. or redoing it from scratch. using open source No problem.

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    We are looking for an experienced freelancer to join our team and contribute to the fullstack development of a web-based Sa...Integrate frontend with backend for end-to-end user flows - Implementing functionalities for authentication, tenant management, third party integrations, notifications, alerts and others - Test and improve the existing product features - Maintain good coding practices with documentation and testing. Key Requirements: - Proficiency in MERN Stack development including React Redux Toolkit, Material-UI, MongoDB, , and RESTful APIs. - Bonus: Experience with Python and Flask development. - Familiarity with integrating third-party APIs and OAuth 2.0. - Strong attention to detail, adept problem-solving skills, effective communication abilities and speedy exe...

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    ...Define a document parsing function Create a function parse_rcv1v2(stop_words, inputpath) to parse XML files in a folder. Implement steps to read XML files, extract docID and index terms, and create Rcv1Doc objects. Define a class Rcv1Doc with attributes like docID, terms (a dictionary of terms and their frequencies), and doc_len. Tokenize text, remove stop words, and apply stemming using the Porter2 algorithm. Define methods like getDocId() and get_term_list(). Task 1.2: Define a query parsing function Create a function parse_query(query0, stop_words) to parse a query string. Tokenize the query, remove stop words, and apply stemming. Return a dictionary of terms with their frequencies in the query. Task 1.3: Define a main function Implement a main function to test par...

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    I'm in need of a Python developer experienced in entries/trades and exits based on indices for the KITE and ICICI Direct trading platforms. Key Responsibilities: - Develop an algorithm that authenticates automatically onto the KITE platform for trade execution and monitoring. - The algorithm must trigger a trade based on Indices (nifty or Banknifty). - There should be functionality that allows for exiting an existing trade and placing a new one. - It needs to run from a local machine. - The system should evaluate trading time and indices performance before exiting any trade. The ideal candidate should have: - Experience in developing automated trading systems, particularly indices based trades - Strong knowledge and working experience with Python...

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    ...searching for a skilled professional who can seamlessly integrate our sales forecasting codebase (developed in Google Colab) into our website. The primary objective is to construct an intuitive user interface that effectively employs our existing code for dynamic forecasting. Specifically, the website should have the following features: - Interactive Charts: The site should be able to display charts that are engaging, informative and user-friendly. - Dynamic Forecasting: The integration should allow users to forecast product volumes for a specific item over the upcoming 15 days or a month. The data will be based on our existing sales forecasting code. Key Requirements: - Proficient in both Python and JavaScript. - Prior experience with integrating comple...

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    ...optimizar nuestras operaciones. Este es un rol completamente remoto, lo que te brinda la libertad de trabajar desde cualquier lugar del mundo. Valoramos la autonomía y las habilidades de comunicación efectiva en nuestros colaboradores. Requisitos: Experiencia probada en la automatización de procesos mediante Zapier o Make. Dominio sólido de al menos un lenguaje de programación relevante, como Python o JavaScript. Excelentes habilidades de comunicación y capacidad para trabajar tanto de manera independiente como en equipo. Además, se prefiere el dominio del idioma español, aunque no es un requisito indispensable. Beneficios: Ofrecemos una compensación competitiva y equitativa. Tendrás la oportunidad de trabaja...

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    I need a python script that can pass in prompt to OpenAI. To understand what is needed, imagine creating a landing page with more than 1000 words using ChatGPT. Where a series of prompts was entered manually. i.e a chat or conversation with ChatGPT. Now this inputs that were manually insert to ChatGPT are provided to you. And you are to create a script that can automatically create the landing page using the prompts and OpenAI API. I need a script that I can either put in the series of prompts as one prompt or loop through the prompts as an array of input. The output can be a sub text that I can combine to form the landing page in question or the complete landing page. When creating the sub text from the series of prompts, OpenAI should see the individual prompt...

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    I'm in need of a skilled developer to create a trading bot for Binance that will implement a trend-following strategy. Key requirements are: - The bot should utilize specific indicators like Moving Averages, Estocástico, and Padrão de Candle. - The preferred timeframe for trend analysis should be within 1 minute. Preferred skills include experience with trading bots, understanding of trend-following strategies, and expertise in the specified indicators. Previous work with Binance API would be an added advantage. Terms of Reference for Automated Trading Robots Development 1. Objective: Develop ONE automated trading robots for executing specific trading strategies. Using Python with the Binance API. The robots should be able to operate according t...

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    I'm looking for an expert in Python, C# and machine learning, preferably with a background in options trading. The main goal of this project is to blend machine learning with options trading strategies. Key Responsibilities: - Develop machine learning models: I'm aiming for a basic level of complexity, such as linear regression and decision trees. - Code in Python and C#: You should be proficient in both languages, as the software will be primarily in Python, but will also need to interface with C#. Ideal Candidate: - Proficient in Python and C#. - Experience in developing machine learning models, especially in the realm of options trading. - Able to handle the complexity of blending machine l...

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    ...optimizar nuestras operaciones. Este es un rol completamente remoto, lo que te brinda la libertad de trabajar desde cualquier lugar del mundo. Valoramos la autonomía y las habilidades de comunicación efectiva en nuestros colaboradores. Requisitos: Experiencia probada en la automatización de procesos mediante Zapier o Make. Dominio sólido de al menos un lenguaje de programación relevante, como Python o JavaScript. Excelentes habilidades de comunicación y capacidad para trabajar tanto de manera independiente como en equipo. Además, se prefiere el dominio del idioma español, aunque no es un requisito indispensable. Beneficios: Ofrecemos una compensación competitiva y equitativa. Tendrás la oportunidad de trabaja...

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    I'm seeking a skilled freelancer to create a Graphical User Interface (GUI) for my Windows ...application. Key Responsibilities: - Develop a user-friendly and intuitive interface. - Primarily incorporate input data forms functionality. - Link the GUI with python code at the backend to send the input data and fetch some results after calculation and display it. Ideal Candidate: - Proven experience in GUI development, ideally with Windows desktop applications. - Proficiency in creating forms for user input. - Excellent attention to detail and commitment to creating a user-centric design. - Strong understanding of Windows OS software compatibility. Your objective will be to create a GUI that is not only visually appealing but also incredibly user-f...

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    I'm seeking a cryptocurrency...Requirements: 1. **ICO Coin Development**: The programmer can determine the best language to develop the ICO coin with potential options being Solidity, Python, or JavaScript. 2. **Coin Functionality**: The coin should serve multipurpose functionalities, including: - Allowing users to make purchases - Generating profits for investors - Facilitating decentralized transactions 3. **Coin Staking**: The process of staking the ICO coin is envisioned to function via participation in a staking pool. Ideal Skills & Experience: - Experience in cryptocurrency development - Familiarity with blockchain technology - Proficiency in Solidity, Python, or JavaScript - Knowledge of KuCoin listing procedu...

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    ...developer (based in India). This is a long term project, and the lead developer has been with us for over three years. Should you be suitable and work well with the team, this will be a long term project for you. Initially, we offer a day rate of $75 per day. Once you become more productive with our technology, this will raise via increments, up to lead deveopler payment ($100 per day). The requirements include, but are not limited to: * Developing the entire web application from scratch * Integrating Data Processing APIs into the application * Maintaining and improving the performance after deployment In terms of expertise, the ideal freelancer for this project should have: * Profound knowledge in Javascript, PHP, HTML, Python, and async progra...

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    LLM Engineer Imeisha left

    ...application development is as efficient as it is innovative. Collaboration : Ensure a smooth partnership with Data Engineering and Software Engineering teams for flawless integration of AI models into production systems. Continuous Learning : Keep up with the rapid advancements in AI/ML, including emerging tools, libraries, and best practices, applying this knowledge to propel our projects forward. Ethics in AI : Champion ethical AI development, prioritizing fairness, unbiased outcomes, and privacy. Machine Learning and NLP Expertise : Your background in machine learning and deep learning, particularly in neural networks and NLP, sets the foundation for success. Technical Proficiency : With Python fluency and familiarity with AI/ML libraries and...

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    I have a Flask Python project that I need to be deployed on a shared server, which requires Python 3.x. I will need assistance with setting up the database for the project. Key Requirements: - Deploying a Flask Python project on a shared server - Ensuring compatibility with Python 3.x - Setting up the database for the project Ideal Skills: - Strong understanding of Flask framework - Proficiency in Python 3.x - Experience with deploying projects on shared servers - Database setup experience Please provide your experience with similar tasks and any relevant project samples.

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    I'm in need of a consultant skilled in AWS and Flask(Python). Key areas requiring attention are infrastructure setup and maintenance as well as overall backend design. The right freelancer for this job would have: - Extensive knowledge in backend development - Extensive knowledge of AWS products - DevOps experience, particularly in the setup and maintenance of infrastructure on a small scale - Proficiency in Python - A solutions-oriented approach to problem-solving Not only should you be able to consult, but I'd appreciate it if you could provide actionable advice for improvement in our current structure.

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    I am searching for a highly skilled individual specialized in AI and Robotics. This project entails: - Crafting advanced AI algorithms. - Designing and constructing robot prototypes. - Effectively programming robotic systems. The individual I hire must be proficient in Python as all the project tasks will require this programming language. The primary goal of this undertaking is to further Research and Development. Thus, the freelancer should preferably have ample experience and an innovative mindset for such tasks. Your task is not merely to complete a to-do list, but to take part in cutting-edge research, and contribute significantly to the field of AI and robotics.

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    Data Science resource requirement 8-10 years - We're seeking an experienced Data Scientist with a strong background in financial data analysis to join our project. - You will be developing predictive models for financial forecasting and implementing anomaly detection systems to identify irregular patterns within financial datasets. - This role requires a blend of statistical analysis, machine learning expertise, and a deep understanding of financial markets. - Excellent communication with the ability to work individually and take the work responsibilities and ownership. Machine learning expertise required for the role: Machine Learning Tools - MLflow, Kubeflow Machine Learning Techniques - Anomaly Detection Machine Learning Deliverables - Time Series For...

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    I'm looking for a seasoned Python/Django developer to create a clean, minimalistic mobile application. Key functionalities desired: - User registration and OTP authentication - Interface to specify information - Database interaction The design should be minimalistic and clean to ensure smooth user navigation and an aesthetically pleasing experience. Ideal candidates must be proficient in Python, specifically Django, with a strong background in mobile application development and understanding of user authentication processes and database operations. Prior experience working on similar projects is highly preferred.

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    ...Benutzern ermöglicht, sich zu registrieren und bestimmte Dienste in Anspruch zu nehmen. Es wird eine Funktion benötigt, die Benutzer durch gezielte Fragen führt, um ihre Bedürfnisse zu verstehen und entsprechend passende Angebote anzuzeigen. Zudem soll die Plattform eine Nachrichtenseite umfassen, auf der Benutzer miteinander kommunizieren können. Des Weiteren ist die Implementierung eines sicheren Zahlungssystems erforderlich, um Transaktionen zwischen den Benutzern abzuwickeln. Anforderungen an den Freelancer: Erfahrung in der Backend-Entwicklung mit Python und Kenntnisse in der Verwendung von Python-Frameworks. Fähigkeit zur Integration von KI-Technologien zur Unterstützung bei der Benutzerinteraktion und Angebots...

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    Seeking a Python programmer to develop a script (that I can paste into Jupyter with my existing LSEG access and API key) to retrieve the historical issuer-level credit ratings for every American firm rated by Moody's and/or Fitch for the 20 years ending 2023-12-31, as at the end of each calendar month. Key Requirements: - Long-term issuer-level credit ratings from Moody's and/or Fitch (my LSEG subscription doesn't include S&P). - As at the end of each month from 2003-01-31 to 2023-12-31. Refinitiv returns rating changes, so where a rating is unchanged (i.e., not reported in a particular month) forward-filled from the most recent rating change event. - Formatted with the following columns: TICKER, COMMON NAME, CUSIP, MOODY's RATING, FITCH RATING, DATE...

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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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    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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    I'm seeking a proficient data science 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 ...

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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 experienc...

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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, ...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 ...

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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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    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 th...

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    In this task, you are tasked with the simulation of mining process of a block, which includes validating and including transactions from a given set of transactions. The repository contains a folder mempool which contains JSON files. These files represent individual transactions, some of which may be invalid. Your goal is to successfully mine a block by including only the valid transactions, following the specific requirements outlined below. Objective Your primary objective is to write a script that processes a series of transactions, validates them, and then mines them into a block. The output of your script should be a file named that follows a specific format. The deadline is 17th April, 2024. Requirements Input You are provided with a folder named mempool containing several

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    ...a seasoned data scientist, with expert knowledge in scikit-learn, matplotlib, and 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 histog...

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    Dharura
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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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    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 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 a...

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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 am in search of an experienced full stack developer who is adept with Angular, JavaScript, HTML, and CSS. I am expecting that individual would be able to develop website like I need just one page, landing page will include a browser box to upload a file, no authentication, no payment 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

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