Nlp preprocessing jobs

... Responsibilities: - Data cleaning and preprocessing: Ensuring data is correctly formatted and that outliers, missing values, or inaccuracies are dealt with. - Exploratory data analysis: Extracting insights from the datasets, visualizing trends and discovering correlations. - Model development and evaluation: Carrying out predictive modeling and anomaly detection. Specifically, identifying potential financial transaction anomalies. More about the project: The goal is not predefined and can range from predictive modeling to anomaly detection based on what is discovered in the exploratory data analysis. Ideal Skills: - Proficiency in R Studio and understanding of data mining and the CRISP-DM framework - Experience in data cleaning, preprocessing, and exploratory data a...

I'm in need of someone to help me download the dataset "Generalization of LOngitudinal BEhavior Modeling" from a data repository. Key Points: - The dataset is "Generalization of LOngitudinal BEhavior Modeling." - I need the dataset to be downloaded from a data repository. No data cleaning or preprocessing is required as I'll handle that part. I'm looking for someone who's able to find and fetch datasets from repositories efficiently. The ideal candidate should have experience with data retrieval and be able to navigate through different data repositories. Please note that the dataset is specific, so I need someone who can accurately locate and download this particular dataset.

I'm looking for a skilled individual to develop a sophisticated sentiment analysis and recommendation system that can...Requirements: - The system should be able to analyze multiple aspects of a customer review, specifically battery, camera, price, display, and performance. - For each aspect, the analysis should include both positive and negative sentiment. - The system will need to provide insights on the reviews based on the sentiments detected for each aspect. Ideal Skills: - Proficiency in Natural Language Processing (NLP) and Sentiment Analysis - Experience in developing recommendation systems - Strong programming background, especially in Python or a similar language - Familiarity with data handling and processing techniques - Excellent problem-solving abilities and atte...

follow these steps: 1 Data Collection: Copy relevant text from writer work such as articles, essay or book into a document or text editor. 2 Cleanings and Preprocessing: Remove any unnecessary text such as header footers or non-essential information. You might also need to correct any formatting issues or errors introduce during copy 3 Text Analysis: Analyze the copied text for various metric such as word frequency readability score sentiment analysis or topic modeling. This can provide insight into the writing style tone and themes present in the text. 4 Statistical Analysis: Calculate statistical metrics such as word count average sentence length or vocabulary richness to gain deeper insights into the writing style and complexity 5 Visualization: Create visualizations...

...and user interaction. Work with audiovisual data to ensure models are accurately transcribing, analyzing, and providing insights based on the archival content. Assist in integrating AI tools that can automate the cataloging and preservation processes to enhance the archive's accessibility and interactivity. Requirements: Proven experience in AI, machine learning, or data science, especially in NLP and clustering algorithms. Familiarity with Google Cloud Platform, especially Vertex AI and Speech-to-Text services. Strong programming skills, preferably in Python or another relevant language. ...

We are seeking an experienced AI Voice Bot Engineer to join our team. As an AI Voice Bot Engineer, you will be responsible for designing, developing, and implementing voice bot solutions using cutting-edge AI technologies. This role requires strong technical skills in AI, natural language processing (NLP), and speech recognition. You should also have a solid understanding of cloud-based platforms and APIs. The ideal candidate will have experience in building and deploying voice bots for various industries, including customer support, sales, marketing, and automotive. If you are passionate about AI and have a proven track record in developing innovative voice bot solutions, we would love to hear from you

I'm seeking a proficient machine learning specialist to collaborate on developing a predictive model. The aim is to forecast match outcomes using variables such as the playing XI, match location, and date. I possess datasets from historical test matches, and the goal is to create a model that can accur...of predicting test cricket match outcomes. - The model should also forecast player performance and team form. - Analysis of team statistics to enhance prediction precision. Required Skills: - Experience in machine learning model development. - A background in analytics, preferably familiar with cricket. - Experience with handling sports-related datasets is preferred. - Strong skills in data preprocessing and feature engineering - Proficiency in data analysis to interpret compl...

...during service disruptions. Contingency Management: Develop a knowledge base with rules and plans for managing emergencies and unusual train service situations. Provide guidance and actionable steps to operational staff during emergencies through the chatbot. Technical Requirements User Interface (UI): Text-based or multimedia, adaptable to web or mobile platforms. Natural Language Processing (NLP): Understand and process user inquiries accurately. Knowledge Base (KB) and Reasoning Engine: Store and retrieve information, answer queries, and support decision-making. Prediction Model: Use historical data to forecast train delays and communicate expected arrival times. Database: Maintain records of conversations, ticket prices, train schedules, and other relevant data. Deliverables...

We are currently seeking an AI prompt engineer with a rich product content background. The successful applicant will be able to train our artificial intelligence system to generate human-like content based on the current state of our website's ...content that is more valuable to users. Qualifications and Requirements: 1. Bachelor's degree in computer science, artificial intelligence or a related field. Master's degree preferred. 2. Extensive experience in training artificial intelligence models, especially in generating human-like codes. 3. Proficient understanding of current SEO practices. 4. Familiarity with Natural Language Processing (NLP) and Machine Learning technologies. 5. Excellent problem-solving skills and attention to detail. 6. Outstanding editing and co...

As a client, I'm on the hunt for a professional Cloud Engineer who excels in AWS Sagemaker and RStudio. Responsibilities: - Primarily, your responsibility will rest on deploying a R project to AWS. Skills and Experience: - A concrete understanding of data preprocessing and model training is necessary, although the principal task is model deployment. - Sound comprehension of deploying a model that utilizes clustering, in the realm of unsupervised learning, will be advantageous. - Prior experience with AWS Sagemaker and RStudio is of the essence. The perfect candidate will be well versed in the advanced use of AWS Sagemaker and RStudio to successfully deploy a supervised learning model.

I have a dataset consisting of numeric data from online surveys that I need to be entered into STATA. This would require data cleaning and preprocessing before entry. Key Responsibilities: - Entering numeric data from online surveys into STATA. - Cleaning and preprocessing the data to ensure its quality and accuracy. Ideal Skills and Experience: - Proficiency in STATA. - Prior experience in data entry and cleaning. - Understanding of data preprocessing techniques. - Attention to detail to maintain data accuracy. - Ability to work with numeric data.

I'm lo...Processing for an upcoming project. Your role will center around applying NLP techniques specifically for Sentiment Analysis. Responsibilities: * Implement effective machine learning models using Python. * Use Natural Language Processing to conduct Sentiment Analysis. Ideal Candidate: * Proficient in Python. * Extensive experience in Machine Learning and NLP. * Proven track record of projects using Sentiment Analysis techniques. * Demonstrated ability to write clean, efficient code. * Strong understanding of ML algorithms and NLP techniques. The main goal of this project is Sentiment Analysis through the use of Natural Language Processing. A qualified candidate should be knowledgeable about the latest advancements in the NLP field and be capable...

...devices with camera and operating in OFFLINE mode, make sure the model has low computational and memory overhead. Key Requirements: - Convert a pre-trained model from Roboflow to TensorFlow Lite - Implement the model for offline inference. - Achieve near real-time speed on both Android and iOS - The captured images to be uploaded to cloud when internet connection is available. - Experience with preprocessing skills of normalizing pixel values, and augmenting the dataset with techniques like rotation, scaling, and flipping to increase robustness. - MUST have TensorFlow Lite experience with evidence required. - Experience deploying converted previous trained models in real-world applications using TensorFlow is a bonus! Ideal Skills and Experience: - Proficiency in TensorFlow Li...

I'm in need...users to easily find the AI tools they're looking for based on keywords. - User Reviews and Ratings: Users should be able to rate and review each tool to help others make informed decisions. - Categories and Filters: These will help users narrow down their search based on specific AI tool types or features. The directory will focus on the following types of AI tools: - Natural Language Processing (NLP) - Computer Vision - Machine Learning For each tool, the directory should provide: - A detailed description of the tool - A list of features and capabilities - Pricing information An ideal candidate for this project will have experience in both web development and artificial intelligence, with a proven track record of creating efficient, user-friendly direc...

...can develop a custom GPT-enabled chatbot, tailored for a product description matching app. Key Tasks: - The chatbot's core purpose will be to perform keyword analysis and category matching, which means it must be capable of scrutinizing and comparing product descriptions effectively. Crucial Skills and Experience: - Custom GPT based on existing commercial offers - Natural Language Processing (NLP) - Keyword Analysis - Category Matching The right freelancer for this project will have a strong understanding of chatbot development and relevant experience with GPT models. Experience in using these technologies for product matching purposes will be highly advantageous. Demonstration of past successful projects of similar nature would also be appealing. Main function: bot se...

...inquiries using the technical data sheets of my product (household/car cleaning products), advancing beyond simple text responses. The ideal candidate has a strong background in Python, chatbot development, AI, and machine learning. Familiarity with GPT (Generative Pre-trained Transformer) models will be highly advantageous. Your experience in conversation analysis and natural language processing (NLP) will be crucial for enriching the functionality of the chatbot....

I'm l...sentiment analysis, and named entity recognition within the NLP model - Developing an effective teaching method that enables the computer to interpret and respond to human language inputs Experience and Skills: - Proven expertise in Natural Language Processing (NLP) and machine learning - Proficiency in Python or another programming language commonly used for NLP - Strong ability to develop and implement text classification, sentiment analysis, and named entity recognition algorithms - Demonstrated experience in creating and training NLP models - Excellent communication and collaboration skills, with the ability to provide detailed project proposals Please provide a detailed project proposal outlining your approach to teaching computer NLP ...

... using Python's NLP libraries to analyze the text's context and semantics. 1. Data Preparation Data Cleaning: Standardize the format of resumes and job postings, removing any irrelevant information or inconsistencies. Data Anonymization: Ensure all personal information is anonymized to maintain confidentiality. Data Labeling (if necessary): Label the data, if required, to facilitate supervised learning approaches. 2. Developing the Algorithms Keyword-Based Algorithm: Extraction: Extract key skills, experiences, and qualifications from resumes and job postings using basic text analysis techniques. Matching: Develop a matching algorithm that compares the extracted keywords from resumes with those in job postings. NLP-Based Algorithm: Advanced Analysis: Use Py...

...Create a dataset with anonymized student resumes and faculty project descriptions. (I will provide you 50 resumes and 50 job descriptions) Ensure the dataset reflects a variety of academic disciplines and project types. Develop Algorithms:(This is the core) Keyword-Based Algorithm: Develop an algorithm to match explicit keywords and phrases from resumes and project descriptions. NLP-Based Algorithm: Utilize Python's NLP libraries to create an algorithm that analyzes text context and semantics for a more nuanced matching process. Algorithm Evaluation: Test both algorithms on a micro job portal for academic collaborations. Use quantitative metrics like match accuracy and processing efficiency for evaluation. Collect qualitative feedback through surveys from students...

...Natural Language Processing (NLP) for a project on sentiment analysis. This project will be focused on analyzing customer reviews to extract sentiments and opinions. Key Project Details: - Deep Learning: The project requires a solid understanding and experience in NLP, particularly in sentiment analysis. - Sentiment Analysis: The primary goal is to perform sentiment analysis on a dataset of customer reviews. - Data Sources: The sentiment analysis will specifically be applied to customer reviews. Ideal Skills & Experience: - Proficiency in deep learning techniques, particularly NLP. - Previous experience in sentiment analysis. - Ability to work with and analyze customer review data. - Strong understanding of the underlying mechanisms of sentiment detection in ...

I'm looking for a Flutter developer with experience in integrating Google AI plugins for Natural Language Processing (NLP) to my mobile application. This project involves adding AI functionalities to interpret fortune telling requests. Key Requirements: - Implementing Google AI for Natural Language Processing: You'll need to integrate the Google AI plugin for NLP into the mobile application. The AI should automatically interpret the fortune telling requests from users based on the words and sentences they provide. - Handling Multiple Languages: The app should be able to interpret the fortune telling requests in both Turkish and English. Experience with multilingual app development or AI language support is a plus. - Response Mechanism: After interpreting the fort...

...experience in deep learning and graph neural networks to assist in building a link prediction model. Key Project Details: - Outcome: The main goal of this project is to achieve accurate link prediction. Your model should be able to accurately predict the likelihood of a connection between two nodes in a graph. - Data: The project will utilize open source data. Familiarity with handling and preprocessing graph data will be an advantage. - Dataset Size: The dataset is relatively small, with less than 1,000 nodes. Ideal Skills: - Proficient in Python: Strong programming skills in Python, with a focus on deep learning libraries like TensorFlow or PyTorch. - Deep Learning & Graph Neural Networks: Experience in building and training deep learning models, particularly in the conte...

...of a deep learning expert with a strong background in natural language processing. The primary goal of this project is to perform sentiment analysis on a sizable dataset written in English. Key Project Details: - Area: Natural Language Processing - Task: Sentiment Analysis - Language: English Ideal Candidate Profile: - Proven experience in sentiment analysis - Strong hold on deep learning and NLP - Proficiency in English - Experience with large datasets in English - Ability to work with unstructured textual data This project requires someone who can not only apply sentiment analysis techniques effectively but also understands the nuances of English language, and can handle the complexity of natural language processing to deliver accurate results. If you have a proven track re...

...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 tools, including LangChain, OpenAIs GPT, TensorFlow, and PyTorch, you re equipped to innovate. Distributed Computing : Experience with distributed computing for AI is essential, as is the ability to...

...can develop a custom GPT-enabled chatbot, tailored for a product description matching app. Key Tasks: - The chatbot's core purpose will be to perform keyword analysis and category matching, which means it must be capable of scrutinizing and comparing product descriptions effectively. Crucial Skills and Experience: - Custom GPT based on existing commercial offers - Natural Language Processing (NLP) - Keyword Analysis - Category Matching The right freelancer for this project will have a strong understanding of chatbot development and relevant experience with GPT models. Experience in using these technologies for product matching purposes will be highly advantageous. Demonstration of past successful projects of similar nature would also be appealing. Main function: bot se...

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 ...

I'm looking for a seasoned IT professional with deep knowledge in AI to design a sophisticated software with a specific emphasis on Natural Language Processing (NLP). The goal is to have this software operate effectively on web platforms. The primary target audience for this software is small to medium-sized businesses. Therefore, understanding the unique challenges and demands of this market will be invaluable. The desired software should seamlessly analyze, understand, and generate human language in a valuable way to help businesses communicate effectively and efficiently. Key skills and experience: - Proficiency in AI development - Expertise in Natural Language Processing - Proven track record of developing software for web platforms - Excellent understanding of the needs...

I'm seeking the expertise of a data scientist or machine learning engineer to develop a model for classifying various t...dataset. Good working knowledge of GRU models and the mentioned attacks is required. * The project includes steps to ensure the accuracy and reliability of both the autoencoder and GRU model. This includes: 1. Hyperparameter Tuning: Applicant 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 s...

I'm seeking an experienced AI Chatbot developer for my project. As it's centralized on customer inquiries and automated responses, having a solid background in AI and NLP would be ideal. Key Responsibilities: • Building an AI chatbot that can efficiently handle customer inquiries. • Ensuring the chatbot can effectively respond to product-related queries. Necessities for the Chatbot Includes: • Providing in-depth product specifications. • Updating on product availability. • Offering detailed information about product pricing. I am open to recommendations on how to optimally achieve these functionalities. Your proposal should highlight your previous experience in similar projects and your approach to this task.

...Conducting sophisticated data analysis - Constructing in-depth statistical models - Applying advanced machine learning algorithms - Implementing Natural Language Processing (NLP) - Creating accurate forecasting and time series models Python is the preferred software for implementing these tasks, so extensive expertise in this area is crucial. This role requires an individual with senior-level experience in data science, capable of delivering high-quality, accurate results. A strong background in both statistical modeling and machine learning is necessary, as well as a proven track record in effectively applying NLP. Prior experience in forecasting and time series analysis is highly advantageous for this project. A profound understanding of Python is also vital, as it ...

I'm seeking a Text Summarization Specialist with a PhD in Machine Learning or Natural Language Processing (NLP). The ideal candidate will possess a strong background in computational linguistics, machine learning algorithms, and data mining techniques, with the ability to develop a model that produces high-quality summaries of academic papers. Candidates should provide samples of their previous work for evaluation. Key Responsibilities: -- Develop a model to summarize academic papers into concise, accurate, and engaging text. -- Deliver summaries with a high level of readability and a strong focus on capturing the essence of the paper.

...Designing a system capable of categorizing news articles based on their titles. - The text categorization must only take into account article titles, disregarding keywords. - The end goal is to achieve an improved automated content tagging system for more efficient news article organization. The ideal candidate for this project would have: - A strong background in Natural Language Processing (NLP) and Machine Learning (ML). - Proven experience in text categorization or similar areas. - Outstanding proficiency in programming languages suitable for text categorization, like Python or R. - Excellent problem-solving abilities to face potential challenges in the development process. I am looking forward to embarking on this journey towards more automated and efficient content org...

I'm in need of a Python developer highly proficient in natural language processing (NLP) to craft an automated tool for fine-tuning English essays. Your mission, if you are a fit, is to build a tool which autonomously adheres to the specific guidelines of grammar, spelling, and formatting as outlined in the provided PDF documents. Key Project Features: -The functionality to identify grammar errors, suggest corrections, and give a comment within the context of the essay. -Capacity to detect and suggest corrections for spelling errors detected in these essays. The correction will be based off information mainly provided in pdf documents attached. The ideal freelancer should have solid experience in NLP and a sturdy understanding of Python development, with previous pr...

My project involves the precise and strategic usage of OpenAI API for a particular functionality - natural language processing (NLP). Hence, I am looking for an expert in Jmeter to execute performance testing. Key Tasks: - Performance testing for web-based application - Focusing primarily on its ability to efficiently convert voice to text Required Skills: - Proficiency in using Jmeter for performance testing - Solid understanding of OpenAI API - Experience in Natural Language Processing (NLP) testing - Expertise in testing Voice to Text systems Please include in your proposal your approach to this task, previous experiences, and how you can use these to contribute to the success of this project. If you have any questions, feel free to ask. My approach (tentative) 1. loc...

I am in need of a developer who is well versed in AI and ML to carry out several tasks for my upcoming project. The primary responsibilities of this developer will...algorithms tailored to our specific objectives. - Integration with existing systems: Your tasks will also involve integrating newly developed features and algorithms with our existing systems. The ideal candidate for this job will have a strong proficiency in Python, as the entire project will be based around this programming language. Experience and interest in Natural Language Processing (NLP) is essential for this project, as this is the core area of AI and ML that we'll be focusing on. Beyond technical skills, I am looking for someone who has a passion for innovation, and the ability to work independently a...

...engineering strategies to enhance the chatbot's understanding of complex queries. Work closely with our team to align improvements with the chatbot's specific objectives. Document all changes and adjustments for future reference and improvements. Skills and Qualifications: Proven experience in chatbot development and prompt engineering. Expertise in conversational AI and natural language processing (NLP). Analytical ability to solve human-computer interaction problems. Specific skill in configuring the prompt to send links effectively. Excellent communication and documentation skills. Additional Information: The chatbot operates with prompts in XML standard. We use the ChatGPT-4 language model. A spreadsheet with relevant links will be provided as part of the project....

...audience, including small businesses and customer support teams, with the aim to increase conversions and leads. The key features to incorporate are: - Customizable chatbot templates: Conceptualize and implement multiple chatbot templates that users can choose from and customize to fit their brand and unique requirements. - AI-powered natural language processing: Implement a robust AI-powered NLP system capable of processing and responding to customer's text commands intelligently. - Integration with messaging platforms: The system should smoothly integrate with popular messaging platforms, thus allowing our chatbot to communicate through numerous channels. - Booking / reservations platform integrations The ideal freelancer for this project should have experience in web...

I am in need of a skilled R programmer with experience in Gene set enrichment analysis to assist me in analyzing proteomic data. The data is currently in tsv format, and is raw, requiring full preprocessing. Ideal skills and experience: - Advanced proficiency in R - Extensive experience in proteomics data analysis - Ability to clean and preprocess raw data - Familiarity with tsv file format - Strong understanding of gene set enrichment analysis - Analyze protein associations and pathways Your main tasks will be to preprocess the raw data, conduct gene set enrichment analysis, and provide me with a detailed report of the results. A strong background in proteomics is highly desirable.

...looking for a skilled professional in the fields of Natural Language Processing (NLP) and Image Recognition. The main objectives of this project are to: - Develop a sophisticated NLP model - Implement an advanced Image Recognition system The project involves working with a specific dataset that I have already organized and fully cleaned. The ideal candidate should be adept at handling large datasets and be well-versed in the latest machine learning and deep learning techniques. Skills and experience required: - Proven track record in NLP and Image Recognition - Expertise in working with large datasets - Proficiency in machine learning and deep learning techniques - Strong understanding of data preprocessing - Excellent communication and problem-solving abil...

...scraping'), fetch data, and integrate this knowledge into our conversations. - All our learnings need a home, so 'database proficiency' (SQL or NoSQL) for storing, writing, and querying data is key. - The interface? Simple and clean. If you've dabbled with 'Gradio or Streamlit, you know what I'm aiming for. The Technical Wishlist: - Transfer Learning Expertise: Familiarity with Hugging Face or similar NLP frameworks is a must. I'm looking for someone who can fine-tune models to fit the unique flavor of my research. - Database Design & Management: Skills in designing a database schema that supports efficient data storage, retrieval, and learning feedback mechanisms. - Basic UI for Interaction: The ability to craft a straightforward GUI that ...

Chatbot Development in python. Gui based chatbot Chatbot answers user queries that come in the specific website Data is stored in a text file or uses NLP

I am looking for a talented chatbot developer to create and deploy AI-powered chatbot solutions, integrating them with various platforms and systems. The ideal candidate will have a strong understanding of NLP, machine learning, and experience in developing conversational interfaces.

I am looking for a proficient Python expert to assist me with solving a supervised learning problem in machine learning. This project involves tasks such as: - Data Preprocessing: Cleaning, transforming, and organizing raw data. - Model Selection: Choosing the most optimized model based on the problem and data provided. - Feature Engineering: Creating features from raw data that help improve the model's performance. The ideal freelancer for this project should have comprehensive experience with Python and expertise in supervised learning. A background in data preprocessing, model selection, and feature engineering would greatly contribute to this project's success. . Note : Type rrr in the start of your proposal. and my fixed budget is 2AUD per tasks i will pay ...

I am on the search for a seasoned AI/ML professional having PhD . My goal is centered on the development of a new algorithm that can innovatively address the challenges of General Artificial Intelligence (GenAI). Key Research Objectives: * To create a GenAI-based algorithm * Design and implement a unique strate...innovatively address the challenges of General Artificial Intelligence (GenAI). Key Research Objectives: * To create a GenAI-based algorithm * Design and implement a unique strategy to tackle the said problem Skills and Experience: * Profound understanding of AI/ML, GenAI * Experience in the development of new AI models This intricate project invites experts ready to chart new territories in GenAI-NLP. Prove that the unexplored can be conquered; take the plunge an...

I am in search of an Artificial Intelligence (AI) and Natural Language Processing (NLP) expert who can help my SaaS startup at the ideation stage. Our goal is to extract meaningful insights from large datasets. Here are the main requirements: • Develop text classification, sentiment analysis, and chatbot functionalities. • Extract insights from data, which will be used to optimize our product and strategy. • Harness your expertise to enhance our SaaS platform and its offerings. Successful applicants should have a firm command over AI and NLP, and experience in data scraping. This role carries the potential for onboarding as a Tech Co-founder and receiving ESOP. If you're excited by the prospect of shaping a product from its early stages, I’d lov...

...activities. Real-Time Monitoring and Alerting: Integrate the risk scoring system into our mobile wallet platform to enable real-time monitoring of credit card cash-in transactions. Develop alerting mechanisms to notify users and administrators of suspicious activities and potential security breaches. Documentation and Reporting: Document the entire process of risk score definition, including data preprocessing steps, feature selection methodologies, model development techniques, and validation results. Provide regular updates and comprehensive reports to management on the performance and effectiveness of the risk scoring system. Requirements: Proven expertise in risk management, fraud detection, or related fields, with a strong understanding of credit card transaction process...

The assignment encompasses a comprehensive exploration of credit risk prediction through data preprocessing, probabilistic modeling, the application of Generative AI, and stress testing. It is structured into four main parts: Data-preprocessing: This section emphasizes understanding the impact of borrower income on credit risk, analyzing income trends over time by state, and identifying growth rates. The qualitative discussion on income's role sets the stage for quantitative analysis, including data description, time series plotting, and the integration of these insights into mortgage data. PD Modelling: Two models are developed to estimate the probability of default (PD) — a basic model using FICO scores and loan-to-value (LTV) ratios, and an enhanced model inco...

I am in need of a developer skilled in working with WhatsApp Busin...WhatsApp Business API, Twilio API, or API. This project involves developing a WhatsApp chatbot to handle automated responses for marketing message interactions that my restaurant receives. Key features required are: - Automated responses - Reservation management - An intelligent AI conversation system Under this AI Conversation System: - Capabilities for Natural Language Processing (NLP) - Sentiment Analysis - Contextual Understanding These capabilities are needed to make communication with customers more effective and efficient. A freelancer with experience in developing restaurant-focused chatbots will be preferred. The timeline for project completion is urgent - the sooner we can implement this, the bette...

...integrated with Slack, and subsequently serve as an effective customer service tool, improving efficiency and user experience. - It must have the ability to process and respond to a wide scope of queries and have exceptional customer service features which allow it to interact consistently and effectively with users. - Importantly, the chatbot should also feature natural language processing (NLP) capabilities, giving it the ability to understand, interpret and respond in a more intuitive and human-like way. The ideal candidate for this project has: 1. Proficiency in chatbot development. 2. Good understanding and practical experience with natural language processing. 3. Integration expertise with the Slack platform or similar platforms. Your bid should include examples o...

...⁠Strong communication skills and ability to provide regular updates on progress. 6.⁠ ⁠Time commitment: Expected completion within 3 days from the start of the project. *Preferred Qualifications:* 1.⁠ ⁠Prior experience with scraping election monitoring websites or similar data sources. 2.⁠ ⁠Familiarity with SQL or other database management systems. 3.⁠ ⁠Knowledge of data cleaning and preprocessing techniques. *Instructions for Application:* 1.⁠ ⁠Please provide examples of previous web scraping projects or relevant work experience. 2.⁠ ⁠Describe your approach to handling and organizing large datasets. 3.⁠ ⁠Include your estimated timeline for completing the project within 3 days. 4.⁠ ⁠Share any additional skills or qualifications that you believe would be beneficial fo...