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More details: What is the main purpose of segmenting teeth from the pictures? Dental analysis What image formats should the software be able to handle? JPEG, PNG How accurate should the tooth segmentation be? Moderate accuracy

I'm seeking a skilled WordPress developer to build two distinct websites - a software solutions portal and a job posting/hiring portal. For both of these projects, key functionalities required are: - Client login and registration - Project listing and management - Implementing a secure system of payment processing My design ideas for these portals are still fluid, so you'll have the opportunity to express your creative ability and expertise in user-friendly design. Previous experience in developing similar portals will be a definite advantage. I'm open to all suggestions that can enhance the aesthetics as well as the user interface. Critical skills: - Familiarity with WordPress - Proficiency in PHP, HTML, CSS, JavaScript, and SQL - Experience in e-commerce and...

I'm looking for skilled programmer who dedicated in software engineering and image processing. This project is for Yasir. Thx.

We are looking for a freelancer who can help us collect human photos in China. For a start, we are focusing on collecting the celebrity photos (Chinese only). Preferred Qualifications: - Previous experience with image scraping projects or similar data extraction tasks. - Familiarity with Chinese websites, forums, and social media platforms. - Knowledge of image processing techniques or tools for image analysis. Note: This position is open native Chinese speaker. If you are located in China and are interested in working with us, please apply.

...to assist with image processing specifically in the area of image filtering. Key tasks to be performed include: Your team is working for an advertising agency company. One client just launched its business in the sports/leisure fashion industry. The client requires information on what effective visual image advertising content strategies in the respective industry look like. Details  1) Data: You will receive data files which will contain meta data and a folder of images from Instragram scraping of image posts for two organisations (LornaJane and lululemon). There are only posts with a photo image in the files (there are no sidecars or videos). You will then need to run Open CV and sentiment analysis (post description) on the modified file and mer...

We're seeking a proficient developer to create a quick, smooth, and efficient client signup process that is compatible with our existing infrastructure which includes Perfex CRM and Wordpress. The prime skills preferable for this task are: - Proficiency in integrating CRM systems, specifically, Perfex. - Wordpress expertise. - Familiarity with payment processing software. As part of the signup process, we must be able to collect the following information from our clients: - Basic Client Details - Brief Details to understand client background and requirements - Documents and Files for reference or necessary documentation - Signed Contract to ensure a proper legal agreement - Product details that cover subscriptions and fixed commodities - Payment details Your experience deve...

...current functionalities, including the recognition of poker table images and the feature to send this data to ChatGPT-3.5 via API. If you have any questions, please write. I will provide access to the interface of the main poker rooms." Sure, here's the translation of both sections: **For the project description:** "Integration of ChatGPT-3.5 into poker software We are looking for an experienced software developer to create a Poker Assistant application, similar to an existing project (details will be provided). The new application should retain all current functionalities, including recognition of poker table images and the feature of sending these data to ChatGPT-3.5 via API. If you have any questions, write to me. I will provide access to the interface

I need a robust, user-friendly website that offers a seamless online experience for equestrian competitors. The website should have the following features: 1. Online Application and Registration: Collects necessary personal details, and allows for horse and rider information to be added. Competitors should easily navigate through competition selection. 2. Payment Processing: I'd like an integrated, secure online payment gateway, as well as an option for credit card processing. Ideal candidates for this project are experienced in creating interactive and engaging websites, as well as being adept in incorporating secure payment gateways. Understanding the equestrian world is a plus, but all the necessary information will be provided.

I'm seeking an expert in AI to design an interactive AI avatar to function on a mobile application for my shops. This avatar should effectively play a pivotal part in enhancing customer service by: - Answering product-related inquiries to facilitate informed decisions, - Assisting customers throughout the ordering pr...The AI avatar should engage with users through both text-based and voice-based messaging, thereby creating a more human-like interaction. Ideal candidates should have experience in developing and implementing AI technology in a retail environment, and a robust understanding of integrating such technology into mobile applications. A strong background in machine learning and natural language processing is also preferred for the development of the product recomme...

I'm seeking a skilled data analyst to create a comprehensive KPI dashboard for our digital transformation project. This will involve various data sources such as sales, marketing, and financial data. Key Responsibilities: - Integrating KPI performance from diverse data sources into the dashboard. - Tracking specific indicators like project progress, performance indictor and department performance. - Including project progress and performance indicators from other departments viz. Operations and Customer service. Ideal Skills and Experience: - Proven experience in KPI dashboard creation and data integration. - Strong analytical skills to track vital performance indicators effectively. - Proficiency in Business Intelligence and Analytical tools for...

I need a seasoned flutter app developer to create a car rental application usable on both iOS and Android platforms. This app is intended primarily for car rental agencies. Key Project Requirements: - The core functionality of this application should cater to booking and cancellation of rentals. - Proficiency in Flutter SDK and Dart programming language. - Extensive experience with cross-platform app development, specifically iOS and Android. - Familiarity with integrating various payment processing systems would be advantageous, though not strictly necessary for this project. - I prefer candidates who can showcase prior work with similar apps or those having worked with car rental agencies in the past. - Adherence to timeline and quality standards is paramount. Success...

Need a shell of a website supporting the following: (1) ease of use for ongoing Content Management ( I am familiar with WordPress backend, but open to suggestion ) (2) support articles and comments (3) future support payment processing plug-in (4)

I'm seeking a well-rounded Matlab expert capable of providing assistance in various areas, such as image processing, data analysis, and signal processing. Your tasks may encompass tasks like writing code, debugging existing code, and optimizing code performance. Required Skills and Experience: - Strong background in Matlab - Great debugging and code optimization skills - Proficient in multiple Matlab areas (image processing, data analysis, signal processing) Your outputs should be presented via: - Detailed graphs and charts - Concise tables and numerical data - Clear visualizations and animations For experts interested in this project, feel free to enquire further details.

As a part of my Visual Basic project, I am seeking a freelancer to help with processing data specifically related to database records. Your expertise should include: - In-depth understanding and experience with Visual Basic programming language. - Proficiency in managing and updating database records using Visual Basic. - Ability to perform specific operations like updating existing records. The main task would be to integrate a function in the project which processes and updates existing records in the database using Visual Basic.

I'm seeking an expert to create a system that employs surface Electromyography (EMG) signal classification for prosthetic control. This system should be capable of: - Working in real-time, instantaneously translating EMG signals to prosthetic movements - Handling surface EMG signals specifically Your expertise in biomedical engineering, signal processing and machine learning will be of great significance to this job. Knowledge on prosthetic design and control would also be a plus. Your deliverables will include a user-friendly interface and well-documented code for further modification. I am looking forward to your proposals.

...Import/Export Module Update: Our module is outdated by four years, preventing Magento upgrades. We need to select and implement a new import/export solution from recommended options like Amasty, MageBees, Firebear Studio, or other suitable Adobe Commerce Marketplace products. Magento Upgrade: The platform is significantly out-of-date. An upgrade to the latest version is necessary for improved security, functionality, and compatibility with new plugins. Website Redesign: Aesthetic improvements are required to enhance the website's appearance and user experience. This includes layout, theme, navigation, and functionality enhancements. Payment System Implementation: We plan to add a payment processing system for direct sales through the website. SEO Optimization: Ass...

...microphones to create the final stereo mix. PART 2B: Using the recordings in Part 1, create a Binaural headphone mix using Pro Tools & Dolby Atmos Renderer of one of the recording sessions. This can be different from the session used for your regular stereo mixes. PART 2C: Provide a short (3-4 mins each) screen recording for each mix (i.e. five in total) covering your mix and any additional processing alongside a commentary discussing your choices and findings. NOTE: Your submission should contain (48kHz/24Bit stereo .wav) files of both 'stereo mixes' and 'the Binaural headphone mix', along with a video with commentary for each recording used. PART 3 – Kit Proposal: In the form of an Excel spreadsheet (saved to a PDF if you wish), provide a ...

****NO AGENCY PLEASE WE DO NOT WANT TO WORK WITH AGENCY ONLY DIRECT DEVELOPER WHO HAS NO AFFILIATION WITH ANY COMPANY***** I'm in need of a proficient Magento 2 developer and designer who can tackle a variety of tasks including: - Custom coding and module development: This involves creating and modifying functionalities to suit our specific needs. - Installation and configuration: I need someone who can smoothly handle Magento 2 installations and setup. - Theme customization and development: This includes designing the frontend from a mockup and customizing the existing theme. I'm on the lookout for someone who can enhance my website's features and functionality by focusing on its design and development aspects. Please note that I'm interested in direct...

I am seeking a skilled professional to develop a speech recognition system using deep learning with an emphasis on...recognition system using deep learning with an emphasis on DSP projects. Requirements: - Strong understanding of Artificial Neural Networks (ANN) and Convolutional Neural Networks (CNN) - Proficiency in Python programming language - Expertise in digital signal processing, specifically Mel Frequency Cepstral Coefficients (MFCC). Both 1D and 2D extraction are acceptable. - Develop a system capable of recognizing 10 isolated words (one to ten) Ideal freelancer will have extensive experience in machine learning, deep learning and signal processing. Prior work with speech recognition systems will be a great advantage. Efficiency and attention to detail are valued...

...needs outlined, I'm seeking a data-entry freelancer who can be flexible in their approach. The exact volume and type of data entry work is not defined. Therefore, the ideal freelancer will be someone who is experienced in different kinds of data entry tasks like data transcription, processing, or cleaning. - Skills and Experience Required: - Vast experience in data entry tasks - Proven track record of successful projects - Ability to provide a detailed project proposal - Flexibility to work with undefined parameters You should make sure to include past work experiences and detailed project proposals in your application. The volume of the data not defined, therefore future freelancers should indicate their experience handlin...

...summaries using GPT models. It must be equipped with real time speech capabilities for adopting a conversational engagement approach. In addition to images from the internet for each concept presented while the character is speaking • Subscription based: The website should include a google sign in page and should include a mandatory monthly subscription feature. A background in Natural Language Processing or similar would be advantageous. Strong proficiency in implementing user-friendly upload functionalities is crucial....

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Seeking an experienced data scientist to assist in optimizing my synthetic data generator, specifically by dividing larger datasets into smaller subsets. Expectations are as follows: - Integrate the capability of dividing data into subsets: you will need to specify both the number and size of these subsets. - Implement parallel processing using multi-threading to process these subsets concurrently. - Store the resulting data in a pandas dataframe for further analysis. The dataset involved is rather extensive, containing around 1M records, hence efficiency and good understanding of high-volume data processing is key. Skills in working with Genrocket, Python, Pandas, and multi-threading are highly desirable for success in this task.

I'm facing an issue with my Java code. Specifically, it's not downloading from a general API as expected. I can fulfil the request in Postman just fine, however, when I try to duplicate the request in Java I do not get the required result. I suspect it is an issue in how the payload is POSTed, but it might be something else. The task will involve troubleshooting and resolving this...however, when I try to duplicate the request in Java I do not get the required result. I suspect it is an issue in how the payload is POSTed, but it might be something else. The task will involve troubleshooting and resolving this download issue. Ideal skills and experience for this project: - Strong Java debugging skills - Experience working with varied APIs - Comfortable handling and proce...

...on Machine Learning (ML) topic. The topic revolves around usage of various ML types like Natural Language Processing, Computer Vision, and Recommendation Systems within organizations. Skills and Expertise: 1. Understanding of Machine Learning theories and methodologies. 2. Proficiency in Natural Language Processing, Computer Vision, and Recommendation Systems. 3. Experience in academic writing and research to ensure a high-quality thesis proposal. Key Requirements: - Plan and organize thesis proposals around usage of ML types within organizations. - Focus particularly on how organizations utilize the data types and organizational types. - Empirical knowledge about numeric and text data types will be an asset. The ideal freelancer should be able to tran...

I need a proficient developer to build an interactive WhatsApp Chatbot for my firearms training centre. This bot should be capable of: - Answering frequently asked questions effectively, providing swift responses to customers. - Detailing our varied training programs, including course descriptions and pricing information. Specifically, when prompted about the cost of our courses, the chatbot should be designed to provide a general price range. For this task, a developer with experience in AI, Natural Language Processing, Python, and API Integration will be ideal. A deeper understanding of digital marketing and customer service will also be a great advantage. Please only apply if you have developed conversational bots for WhatsApp or similar platforms before. Your proposal...

I am seeking a highly capable developer who can create a Gemini-based system to automatically and selectively translate live text messages on WhatsApp from Spanish to English and vice versa. This will initially involve Span...other languages in the future. Project Requirements: - Develop a translation bot implementing the Gemini platform - Enable automatic and user-initiated translation modes - Seamless integration with WhatsApp for real-time translation - Future-proof design for inclusion of additional languages Ideal Skills and Experience: - Strong expertise in Gemini and WhatsApp API - Experience in language processing, specifically Spanish and English - Proficiency in designing and implementing user-friendly interfaces - Demonstrable record of developing multi-language suppo...

...a minor inconvenience, but something that's seriously impacting the other processes my software needs. Notably, the user interface components and data processing modules of the application have been the worst affected and require dedicated attention. Key tasks for this job: - Pinpoint the sources of the high RAM usage in the project - Fix these memory leaks, with a particular focus on the user interface components and data processing modules Ideal skills for this job include: - Proficiency in Angular 15 - Extensive understanding of memory management in software applications - Solid understanding of user interface components and data processing modules - Proven track record of solving similar issues effectively. DO NOT SEND PROPOSAL IF ...

I need an experienced custom website designer who can help establish an online store focused on selling physical products based on specific product promotions mainly through search engines. Landing p age specifications will assist a user to select a specific product which in turn generated server side search for pricing dynamically generated and passed to the user to complete the transaction including integration with payment platforms. The server side logic has already been developed and what I need is help with the design and implementation of website and its integration for payment platform and order processing. The site design should address ease of use, functionality and security considerations. The dynamic pages on the site should include the product search ...

...traffic lanes in the field of view of the camera 2) Label all the lanes and separate them from each other Notes: I don't have any training datasets, so you need to find available labeled and open-source datasets. Example: Here is a link to a video of a similar project: Proposals: 1) I am interested to see proposals for developing a model from scratch and owning the model. We can start with developing a basic model first and then expand the development through multiple phases of development. 2) If you already have a model that can do this work, I am interested in paying you for processing some of the videos that I have collected. We can negotiate the price. IF YOU ARE INTERESTED: Please bid... but I have limited price for this project as 50usd

...life for my educational application on mobile devices. Core functionality should include: - Voice recognition: The NPC must effectively decipher and respond to spoken commands. - Natural language processing: Conversations with the NPC should flow naturally, resembling human conversations. - Emotion detection: The NPC should be capable of interpreting emotional cues such as tone of voice, providing a more immersive experience. The ideal candidate would have an extensive background in mobile game development and AI, with specific expertise in voice recognition technology, natural language processing and emotion detection. A proven track record in the ed-tech industry would certainly be a bonus but is not necessary. This project requires creativity in order to create engag...

I am looking to conduct a comprehensive technical feasibility study for a small silica sand extraction and processing project. Main objectives: - Evaluating the feasibility of extracting and processing silica sand on a small scale (technical study). Ideal advisor: -Must have in-depth knowledge of mining operations, especially silica sand. - Experience in conducting feasibility studies for similar projects. - Strong understanding of silica sand quality standards and how to measure them. Components of the technical study: - Industrial production capacity - Technical specifications of the product. - Land location and requirements. - The technical planner for the project with a detailed explanation of the method of extraction and treatment, the different stages, the equipment ...

I'm looking for a talented app developer to create a business card application strictly for iOS devices. The app will need the following features: 1. Login using otp ( Fire base) 2. Card scan flawless with perfect image processing 3. Try to using any public API 4. Card details should stored with card light version image 5. As well as web version, so we can get the same from web as well as. 6. Web based only for admin 7. Admin create other user for web access. 8. Easy Search 9. Light weight 10. iCloud backup. 11. It is not required apps store publication. - Synchronization: An essential feature is that the app should be able to sync with cloud storage. The saved data should be easily accessible from various devices. Qualifications: 1. Student developer 2. P...

- This is an invitation to experts with comprehensive knowledge in the field of silica sand extraction and processing. we are about to embark on an ambitious project in Saudi Arabia to extract and process between 100,000 and 200,000 tons of silica sand. - For this venture, we require a meticulous technical feasibility study to help determine the financial viability of the project: Main objectives: 1- Evaluating the feasibility of extracting and processing silica sand on a small scale (technical study). 2- A comprehensive cost assessment of necessary machinery and equipment. 3- An analysis of potential logistical challenges. Components of the technical study: 1- Industrial production capacity 2- Technical specifications of the product. 3- Land location and requirements. 4- ...

As a biomedical researcher specializing in signal processing EMG, I am looking for a professional with solid experience and skills in interpreting and analyzing EMG signals. The main goal of this project is muscle activation analysis, thus, understanding the subtleties of this specific area of study will be crucial. Preferred skills and experience include: - Strong understanding of EMG signals - Proficiency in muscle activation analysis - Prior experience in biomedical research - Degree in medicine, biology, or a related field would be highly appreciated. Looking forward to meeting a dedicated specialist capable of providing insights and solutions in this very specific area of research. Your expertise will guide us in making groundbreaking discoveries.

I am looking for a skilled developer to design an ERP software integrated with POS, catering to our specific business requirements: - Inventory management, along with tracking sales and managing purchases to streamline business operations. - E-commerce integration which includes order processing, synchronizing product catalogs, and managing customer accounts. - Furthermore, payment gateway integration with Razorpay is a must for seamless transactions. - A unique feature required is WhatsApp API integration for facilitating easy communication. Ideal candidates should have prior experience developing such software and a strong understanding of e-commerce integration and payment gateways. The ability to understand and implement business-specific features like WhatsApp API integratio...

I'm seeking a proficient Python developer to create a powerful watermarking script, leveraging both Discrete Wavelet Transform (DWT) and Discrete Cosine Transform (DCT) techniques. The code...The code's primary function will be to protect images from unauthorized use by embedding watermarks. Key Requirements: - Proficiency in Python coding - Experience or understanding of DWT and DCT - Knowledge of image processing and protection Success Metrics: The efficacy of the watermarking script will be assessed using the Peak Signal-to-Noise Ratio (PSNR). The higher the PSNR, the more successful the created code will be considered. Please ensure to include relevant experiences in your bids. This is a focused project, so any prior knowledge or work in image processing ...

...market, which can be used freely and offline. Objectives: Development of a ChatGPT-like Interface: The platform must have an intuitive and functional user interface, similar to ChatGPT, allowing for textual interactions and requests for analyses or codes. Data Integration and Analysis: Implement algorithms capable of reading, formatting, and analyzing data from different sources and formats (HTML, PDF, DOC, TXT, XLM, CSV) to train the AI models. Continuous Learning Capability: The system must allow for the continuous inclusion of new data to the existing database, automatically updating and improving the AI models. Development of a Local API: Create a local API that allows access to the platform's functionalities in a programmatic way. Support for Multiple AI...

I'm looking for an expert in Generative Adversarial Networks (GANs) to develop a system for text data generation based on specific subject matter. You'll be creating a Conditional GAN and using a Multi-Layer Perceptron (MLP) with a flat 1-dimensional array as input. Key requirements include: - Strong experience with GANs, particularly Conditional GANs - Proficiency in MLP and neural network design - The ability to guide the generated text output towards a specific subject matter - Extensive experience in data processing and manipulation Your valuable expertise will make this project a success and I'm eager to hear your approach to achieving these requirements.

...Experience: • Expertise in HTML, CSS, JavaScript, MySQL • Experience in developing versatile web applications • Ability to quickly understand and implement new concepts Project Details: • I have not decided yet whether this would be an E-commerce, Social networking, or Information sharing web application • Key features might include User registration and login, Search functionality, Payment processing, although this could change as the project progresses Application Requirements: • I have not provided any specific details about what freelancers should include in their applications • However, given the versatile nature of the project, I would greatly appreciate detailed project proposals and examples of past work, as well as an explanation of...

...should encompass the following functionalities: - Order Management: An efficient system to handle payment processing and menu customization. Being a cash-only restaurant, the system should be set up to facilitate hassle-free cash transactions. - Inventory Management: A built-in feature that will handle the monitoring and tracking of stock efficiently and let us know when to replenish items. - Table Management: A seamless feature that enables table reservation, tracking, and management improving our front-of-house operations. As the ideal candidate, you should have prior experience in POS software development specifically for the restaurant industry. In-depth knowledge about payment processing systems and inventory tracking is a must. Experience with developing intuitiv...

- Remove the threshold value to prevent small transactions from causing significant negative balances. - Check if the user has enough money for a transaction before processing it. - Implement a separate module to manage balances, checking if the user has sufficient funds for transactions and providing balance history. - Develop a robust calculation system (tokenization) to verify the user's balance before debiting. - Structure the write-off table with fields such as user ID, date, write-off type, debit link, flag for actual record, virtual balance value, real balance value, balance history, and date for virtual balance expiration.

...locally server Requirement 1. Highly dynamically, all info’s like domain name need to be dynamically set 2. Script which configures the IIS for SSO, could also be a exe file or any other gui 3. Only user from specific OUs (customer) can access the own OUs (as example: User from “customer01” can not access “customer02” 4. It should be a webpage, no database needed, read and modify live 5. Write a logfile about all changes the script do, and create a backup User management script 1. Script for every user (read and modify) the own user object (filling datas like street, city, etc) 2. Script for add, remove and modify user for users which are in the OU “HR” and “IT” 3. Script for resetting password (each worker can r...

Scope: The project entails processing a dataset comprising 1850 rows, with each row containing 3 cells of data. Additionally, 634 folders are to be meticulously prepared as part of the project requirements. Estimated Delivery Period: I anticipate completing the project within a timeframe of 3-5 days, ensuring timely submission of deliverables to meet your expectations and project deadlines.

...owner, I am in need of a highly experienced software developer with a strong background in Artificial Intelligence. This project involves creating a software from scratch that is capable of performing several tasks in the healthcare industry. The key functionalities of the software will be: - Patient diagnosis: The software should be able to assess patient data and make accurate diagnostics. - Treatment recommendations: It should have the ability to recommend appropriate treatments based on the diagnosis. - Medical record management: It is also needed for it to have the function of managing and organizing medical records efficiently. In terms of the AI technology to be used, I am particularly interested in the integration of Machine Learning and Natural Language Pr...

I am in need of a proficient developer to create a unique web-based chat platform where users will utilize a token, created on the Solana blockchain, as a medium of exchange to send messages. The specifics for my requirements are: - The platform should be web-based, hence it should be accessible on web browsers. - The primary function of the token within the chat service will be to facilitate the sending of messages. Users must be able to acquire these tokens then use them as a gateway to communicating within the platform. - The chat service should support a singular main chat room where all users that have paid with the token can interact. The ideal skill set for this project would include proficient knowledge in blockchain technology, particularly Solana, as well as web devel...

I am in need of an SEO expert with experience in the legal industry to optimize my personal injury lawyer website. I am primarily targeting individuals seeking legal representation for motor vehicle accident cases such as car, truck, and motorcycle accidents. Key Goals: - Increase website visibility - Generate high-quality traffic - Improve search engine ranking These improvements are intended to reach a broader audience of individuals needing legal help after suffering motor vehicle accidents. Service offerings of the site include: - Legal representation for motor vehicle accident cases - Initial consultation and case evaluation - Assistance with processing insurance claims The ideal freelancer for this project would have previous experience with legal websites and a pr...

...lookout for an experienced AI developer with a strong background in Natural Language Processing (NLP) and Machine Learning (ML) to join us in developing a sophisticated content analysis tool. This project aims to leverage AI technologies to classify and analyze text data efficiently. The tool will be able to categorize a news outlet's political orientation (Left, Center, Right) based on articles published in the past year. Technical Expertise: - Demonstrated proficiency in Python and experience with AI-driven development projects. - Solid experience in implementing NLP and ML algorithms, capable of managing the full data processing lifecycle from collection to analysis. - Expertise in web scraping and data extraction techniques, specifically rel...

I'm seeking an expert developer to create an advanced artificial intelligence engine capable of pe...advanced artificial intelligence engine capable of performing various tasks in a real-time environment. The engine must flawlessly manage a variety of data forms, including text, video, and images. The key tasks for the AI engine include: - Image recognition & Image analysis - Sentiment analysis - Speech synthesis - Video Analysis - Document Data Extraction Experience with developing similar AI engines and an understanding of real-time data analysis is critical for this project. Proficiency in handling multiple data forms, experience with AI algorithms concerning image, speech recognition, and sentiment analysis is crucial. Knowledge in document d...

I need a machine learning engineer who is skilled at Python programming. The role includes handling multiple tasks: - Data preprocessing: You are to organize and transform raw numerical data to get it ready for model training. - Model training and evaluation: This involves designing and testing the efficiency of the machine learning model. - Prediction and Decision making: Following a successful model training, you'll be responsible for making predictions upon new data entries and helping me make informed decisions based on those predictions. A deep understanding of data analysis using Python, experience in numerical data processing, and a solid background in machine learning would be ideal for this job.