Python 3d scatter plot with different colors jobs

I am in need of a developer who can assist me in converting my existing Flask API into an Assistant GPT openai. The ideal candidate will be skilled in Python and GPTs Assistant and have a proficient understanding of Flask APIs. As the project involves converting the API into an Assistant GPT, experience with AI and NLP models will be a huge plus. Please note that there was a technical error in the questions, hence the repeated skips. It is highly important that the converted system maintains the functionalities of the original API while being able to run as an Assistant GPT.

I'm seeking an interior designer with a knack for modern aesthetics to help me transform my small living room which will include dining area. The design should embody a modern theme, blending functionality with style. Key Requirements: - Color Scheme: I'm looking for a palette of neutral colors. Think whites, grays, and beiges. The space should feel airy and inviting. - Style & Theme: The design should be inherently modern, with a touch of sophistication. Clean lines and minimalistic elements are preferred. - Layout Consideration: As it's a small space, the layout is crucial. The design should be optimized to make the rooms appear bigger and more functional without compromising on the overall visual appeal. Your role will be to bring these...

I'm looking for a graphic designer with a robust palette and a knack for creativity, one who can bring life to my current black and white logo. The addition of colors is primarily intended to enhance our brand identity. I'd like the primary colors of an island theme to be added, creating an appealing and recognizable identity. Turquoise, Blue, orange sky, etc. Please keep antenna on island black. I need this logo to be big enough to one day print and wear on a t-shirt.

I'm in need of a skilled professional who can produce a high-quality case study report focusing on marketing strategies within the retail industry. Key Deliverables: - Thorough Analysis: The case study should delve into various effective marketing strategies within the retail sector, potentially highlighting particular successes and failures....Writing: You should have a strong track record of creating engaging and insightful case studies. - Retail Marketing Expertise: A deep understanding of the retail sector and its marketing dynamics is crucial for this project. - Strategic Thinker: The ability to identify patterns and trends in marketing strategies and translate them into practical recommendations is key. Gurobi with Python, Anaconda: Is able to use Gurobi with...

I'm looking for a skilled Photoshop artist to professionally enhance a photo by adjusting the colors and lighting. Key Tasks: - make the sea blue/turquoise in the attached photo Ideal Skills: - Advanced color-correction skills in Photoshop - Proven record of achieving natural-looking, flattering results in lighting adjustment - Deep understanding of visual focus in a photo and ability to subtly shift it to a chosen object or person.

...clientes, nada de compras online, por lo que es relativamente sencillo. Quiero que la pagina sea principalmente muy profesional, intuitiva y llamativa. También estoy interesado en cambiar el logo de la empresa. * Importante: -No me importa tu nacionalidad, imprescindible habla hispana. - Quiero incluir videos, ademas de las fotos del coche. Se valorará de forma muy positiva el uso de videos en 3D para una mejor experiencia del cliente a la hora de ver los coches de nuestra pagina web. Así como uso de inteligencia artificial....

We are seeking a talented Houdini/C4D 3D Artist to create captivating animations for our website. The ideal candidate will have a strong background in 3D modeling, animation, and visual effects, with a keen eye for detail and creativity. Proficiency in Houdini and Cinema 4D. Strong portfolio showcasing 3D animation work. Experience with modeling, texturing, lighting, and rendering. Ability to work collaboratively in a team environment. Please reference previous work samples. Good luck.

I'm in need of an experienced lo...experienced logo designer to create a vintage style logo for use on Hats. Detailed aspects of the project are: - Design Style: Rugged. - Color Scheme: The colors should be suitable for a construction-themed concept. Please consider this while creating the logo. - Logo Elements: The logo should ideally incorporate elements of a Substation and the construction project name is Toombs please incorporate that. Make Sure EPC Services logo is present. They are central to our brand and hence, must be part of the design. Key skills required would be high creativity, a keen eye for detail, and ample experience in vintage logo designs. Prior work with construction-themed brands would be a huge plus. I look forward to seeing your creative interpr...

Hello there, I'm seeking a proficient 3D artist to create captivating interior renderings of a residential space of ~6,000 SF The house rooms are below: Basement - Bunk room - Living Area - 3 Baths - Bar/Kitchenette - Guest Room - Laundry Main Floor - Master bath, closet, and room - Living/Dining area/Kitchen - Entry - Closet - Laundry/Mudroom - Powder Bath - 3 1/2 car garage Second Floor - Study - Coffee Bar - (x2) Guest Bed/Bath/Closet - Laundry - Workout Room What I envision is a mountain style theme; something that creates a feel of comfort and tranquility. To make a successful bid, ideal skills and experience would include: - Prior experience with large scale residential interior rendering - Proficiency in 3D software - A keen eye for detail - Stron...

I'm in need of a chilling ghost horror story set in a modern era mansion. The story should take place in a way that fits a radio format, so it needs to be engagi...modern era mansion. The story should take place in a way that fits a radio format, so it needs to be engaging and captivating for listeners. Key requirements: - The story should be based on the supernatural horror genre. - The setting should be a grand mansion, filled with dark secrets and ghostly encounters. - The tale should be well-suited for a modern audience. Ideal freelancer for this project should: - Have experience in writing ghost stories, specifically in the horror genre. - Be able to create a gripping and suspenseful plot. - Understand the nuances of writing for radio and can create a story that&...

I am seeking a proficient DevOps engineer with expertise in both AWS and Azure platforms to create a Continuous Integration and Continuous Deployment (CI/CD) pipeline. The main duty will be integrating code changes, individual software modifications, into existing code repositories. Need to create a fully functional pipeline with tech documentation and runbooks .. Key Tasks: - Develop, test, and roll out CI/CD pipeline with supporting infrastructure as Code (Kubernetes, Docker) - Manage code releases and updates with popular orchestration tools like : Jenkins , Ansible Ideal Skills: - Proficiency with AWS and Azure cloud platforms - Strong experience with CI/CD - Adeptness with Python, PowerShell programming or any other popular...

I'm looking for a machine learning expert who can assist with 3D skeleton extraction and rigging, based on initial performance. Key Requirements: - Experience with 3D skeleton extraction and rigging - Strong background in machine learning Your main task will be to develop and refine machine learning models that can accurately extract and rig 3D skeletons, ensuring that the models are optimized for performance. Your input on how to enhance the performance of existing models will be highly valuable. Please apply if you have a proven track record in machine learning with experience in 3D skeleton extraction and rigging.

I'm seeking professional help to rectify a problem with one of my programmes which is presently operational on a Windows 8.1 environment but doesn't launch on Windows 11. I'm not certain about the original coding language as I skipped that question, making it necessary for the freelancer to have adept skills in multiple languages, mainly in C++, Java, and Python. I'm also unsure about specific software or hardware dependencies that might be influencing the situation. However, the freelancer must have the expertise to identify and handle this potentiality. As for specific program functions, the user left a gap as well, so an experienced developer in generic software protocols and universal functions would be highly appreciated. However, the freelancer n...

I'm looking for a seasoned Python developer who can assist in two main areas: - Creation of PowerPoint presentation using a CSV data file - Automate the process via a public URL to upload the CSM file Creation of Powerpoint Presentation The CSV file will feature data-points in columns. A powerpoint presentation template will be provided for reference. The graphs and tables should be present as per the data-points present in CSV file. Automating the Process This is the secondary part of the job. Once we have are successfully able to convert a CSV data in PPT format, we should create a public secured link to upload the file. It should be auto-converted and file should be ready for download. The ideal candidate should be a proficient Python Developer with a sol...

I'm in need of a skilled Python developer to create a custom Telegram bot for me. This bot will primarily focus on automated messaging. Key requirements: - (((meeting will be in person in Kuwait))) - The bot should be programmed in Python / any - It should be able to send automated messages - integrate payment gateway - Messages include, but aren't limited to, welcome messages for new users, notifications for updates, and reminders for appointments Please consider the following skills and experiences for this project: - Strong proficiency in Python, with a good understanding of its libraries and frameworks - Experience in developing Telegram bots specifically - A solid grasp of automation and scripting - Prior work with automated messagin...

...the provided credentials by the client, i am looking for getting the python code as i can run the code myself in the future or integrate it to another system. Key Requirements: - I need approximately 300 data points extracted. - The output for these data points should be organized into a PDF or Word. This project is about creating an automated system to generate instant reports about a company. Only difficulty is the website has drops downs to select the period involved and in those 300 data points actually many come from the same source. Ideal Skills and Experience: - Experience in web scraping (Python) - Proficient in creating PDF documents from extracted data - Adept at handling large amounts of data - Familiarity with tax websites would be a plus but is not ...

I am seeking a talented logo designer to... - Our company provides a variety of services, including water damage restoration, fire damage restoration, mold remediation, and smoke damage restoration. - The logo should incorporate colors like Blue, Green, and Red - I'm open to slight variations as well. Ideal Skills and Experience: - Proven experience in logo design, particularly for companies in the service industry would be a huge plus. - Understanding of color psychology and the ability to convey trustworthiness, reliability and professionalism through the logo design. - Strong portfolio showcasing your previous works. - Experience with creating versatile logos, suitable for both digital and print media. This is a North Carolina Company I HAVE INCLUDED ...

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.The scope of this project includes: 1. Data Transmission: You should be able to help in enhancing our network to ensure that it delivers data more optimally, focusing particularly on text-based data, as this is what our UDP/IP network primarily handles. 2. Error Detection and Correction: The hiree will also have to devise new methods for detecting and correction errors within our system. We've been facing some challenges in this area that need resolution. 3. Scalable Solutions: Our network system currently connects between 10 and 50 devices. While working on this project, it is important to keep scalability in mind to accommodate potential future growth.

We are looking for a developer experienced in working with the Solana network and trading bots, with a mandatory requirement of being knowledgeable about the Pumpfun platform. Responsibilities: Create a bot/tool to manage trading from multiple wallets on the Pumpfun platform. Enable the bot to generate multiple wallets. Configure Solana quantities to buy per wallet. Develop an auto buy and sell bot to make a project appear legitimate with many sales and buys, thereby boosting projects. Ensure speed execution on the first buys to avoid snipers. The initial buys will be made from different wallets in varying quantities, with all transactions going through simultaneously or with a few seconds' difference. Allow for auto-tipping and prioritizatio...

As an architect with a project underway, I'm in need of a talented 3D artist who can create stunning renderings of a residential building I'm working on. I am specifically looking to realize its contemporary style, so the artist needs to have a good grasp of this architectural style. The key areas I want to emphasize in the renderings are: - The Exterior facade: Bring the modern, sleek aspect of the building to life. - The Interior layout: Showcase functional, stylish, and modern living spaces. - Surrounding landscape: Blend the building with the natural environment and highlight its aesthetic synergy. Proficiency in 3D modeling and rendering software, and a good sense of architectural aesthetics are key skills I'm looking for. Previous experienc...

Good morning. I am looking for a 3d game developer for a project of our agency. Please share your last project

I need to be able to add a title called Experience in blue and the bullets of the experience listed in the Experience document on the last page of this word document. The colors, formatting, font and style should be exactly the same as on the first two pages.

...experienced 3D designer to create a highly detailed and customizable 3D model of a chair for our e-commerce website. The model should allow users to configure various elements such as textures, chair legs, and other features in real-time on our site. Requirements: Model Specifications: A highly detailed 3D model of a chair. Different textures and materials for customization (e.g., fabric, leather, wood). Multiple chair leg options (e.g., wooden, metal, various designs). UV unwrapped and properly textured for high-quality rendering. Technical Requirements: Formats: FBX, OBJ, and any other formats compatible with web-based 3D viewers. PBR Texturing: BaseColor, Normal, Roughness, and Metalness maps. Optimization for real-time rendering (low-poly ...

I need an experienced logo designer who can create a clean and sleek name decall and logo design for my 44 ft sailboat "Excellence". The boat is Jeanneau 440 you can google it to see how it looks. Boat col...will need to look good on white. - Style: The design should be open to any style whether it's classic, modern, or nautical as long as it remains clean and not overdone. - Color: I prefer a simple palette, possibly dark blue or gold. But feel free to experiment with other colors as well. - Emblem: There are no specific symbols or images to be incorporated. Just maintain the clean aesthetic throughout your design. Ideal skills would include a keen eye for color and minimalistic design. Experience in logo design, particularly with nautically ...

I am in need of a knowledgeable SharePoint developer to create a fully functional and aesthetically pleasing site template for my SharePoint online platform. My site is ready, just need to create...incorporating my logo and color scheme. In terms of site template preference, I would like the developer to create a template that can be used for both team and communication purposes. Ideal candidates for this project should have: - Proficiency in SharePoint online development - Experience in creating site templates with collaboration tools - Ability to implement branding elements like logos and colors. The successful completion of this project will provide me with a functional and visually appealing SharePoint online site template that can be used for team collabor...

I'm looking for a skilled 3D designer who can create high-poly, realistic models of various products for an interactive 3D virtualizer. The key requirements for this project include: - Expertise in 3D modeling: You should have a strong portfolio of high-poly, realistic 3D models, ideally of products. - Understanding of 3D virtualizer: Experience in creating interactive 3D models for web use would be a big plus. - Creativity: The ability to accurately represent products in a high-poly format while keeping the designs engaging and visually appealing. The final deliverables will be high-quality 3D models that can be integrated into a virtualizer, providing users with an immersive, realistic viewing experience.

...io/. The key areas of focus for this project are Layout, Colors and Graphics. Key Aspects: - **Layout**: I need a more organized and visually appealing homepage design. It should be easy to navigate, ensuring visitors can easily find what they're looking for. - **Colors**: I have a preference for pastel and soft colors. The color scheme should be inviting yet professional, creating a sense of trust and reliability. - **Graphics**: I'm looking to enhance the aesthetics of the homepage through well-thought-out 3d ilustrations. These should be complementary to the color scheme and related to the service offered on the website. The ultimate goal of this redesign is to boost sales and conversions. So, the new design should be crafted with this o...

...is adept in Python, Java, and C++. Your tasks will span database management, working with algorithms and data structures, and user interface design. Here's a further breakdown of the ideal skills and experience I'm looking for: - Programming skills: Proficient in Python, Java, and C++. Familiarity with various coding patterns and best practices. - Database management: Experience in handling large datasets, querying databases in an optimized manner, and ensuring the integrity and safety of the data. - Algorithms and Data Structures: Demonstrated understanding of algorithms and data structures. The ability to use this knowledge to solve problems efficiently is a must. - User Interface Design: Skills in creating intuitive user interfaces that s...

...data analysis. So i need help in doing NLP for those data to clean and filter the data. I need help in doing NLP for the data and provide me the python code use to do the analysis, I will need like the summaries of the text. For example, for column Funder Purpose the row contain info like "Since the business started, we have been fully relying on our internal fund. We plan to utilize this fund to support our working capital requirement and operating expenses. Based on our business growth progress, we are confident in our repayment capacity." I want the summary as "Working Capital" as that the main info from the text. Another example, "Brances" with some row saying "Currently we do not have branches yet, but we are planned to purchase...

Helping rig a skeleton into objects and slowly figuring out how to expand to objects that aren't humanoid in shape.

I'm in need of an experienced 3D modeling specialist to create object package and character models for a game I'm developing. These models need to be optimized for mobile game development, so a low-poly count is essential. Key Responsibilities: - Creating both object package and character models - Ensuring the models are optimized for mobile game development - Delivering high-quality, detailed models that align with the game's aesthetic and requirements Ideal Skills: - Proficiency in 3D modeling software such as Blender, 3DS Max, or Maya - Previous experience in game development and specifically mobile game modeling - Strong understanding of low-poly modeling techniques and constraints - Ability to interpret and work to a given design brief - Excellen...

I am in need of a unique logo that combines both text and ima...Unfortunately, I haven't specified the particular symbol to be used, so I am open to suggestions. It could be anything resonating with a garage theme. - Colors: I prefer red, black, and white. However, I am open to other innovative color concepts that would enhance the overall design and meets the aesthetics I envision for my brand. - Ideal Candidate: Someone with a strong background in graphic design and logo creation. Prior experience designing logos related to garages, cars or tools would be advantageous. An ability to catch the spirit of the brand and translate it into a visually appealing logo is critical. - Please provide a portfolio or examples of past work with your bid. I am eager t...

I'm in need of a 3D artist who can create a basic product model for me. This model should be able to be viewed from different angles. Key Requirements: - The project involves product modeling, so experience in this area is essential. - The model needs to be created with basic shapes and forms. No complex detailing or textures are needed. - You must be able to generate multiple views of the model, allowing me to see it from different perspectives. Ideal Skills and Experience: - Proficiency in 3D modeling software, such as Blender, Maya, or 3ds Max. - A strong portfolio demonstrating previous experience with product modeling. - A keen eye for detail and the ability to follow design specifications accurately. - Excellent communication skills to...

Looking for a Python & Active Directory Expert to create a script and test data to capture all meta data linked to and which describes the confined parameters of an AD account, group policy etc. and export to a MS Excel File. More information attached.

I'm seeking a skilled 3D artist who can provide architectural visualization for a commercial building. Utilizing the detail from my provided plans, you will: - Create a photorealistic 3D rendering of the building. - Ensure it includes detail with textures and lighting to provide a lifelike representation. - Produce high-quality images suitable for both digital and print use. The ideal candidate will have a vast experience in 3D rendering and architectural design, with the ability to produce photorealistic images. Familiarity with commercial building designs will be a definite plus.

I'm looking for a freelancer to recolor and enlarge my logo for web use. The current colors are too bright, so I'd like them to be shifted to a darker hue. The job will also involve resizing the logo for optimal web display. Ultimately, I would need the final version of the logo in JPEG format. Ideal skills and experience for this project include: - Graphic design and logo editing - Proficiency with Adobe Illustrator or similar software - Understanding of color theory - Experience with resizing images for web display

...sheet. Experience with these materials is a must. - The desired color scheme for the facade includes violet (#47143d), golden (#b99750), and white (#ffffff). However, I'm also open to other corporate-looking 3-color palettes. Store dimentions: Height- ground level to ground floor roof= 12 feet, remaining till top= 44 feet, total = 56 feet Width- 50 feet wide (at only ground floor, there are 2 shops having front space of 25 feet each) {refer image} only on ground floor, there is a shop called kp chand jewellers. the rest part of the building is of raaj ratan store. Shop name- Raaj ratan number of floors- ground+4 need design in 3d Ideal Skills: - Proficiency in facade design, particularly for retail spaces. - Strong understanding of modern design principles. - Experi...

I'm in the process of launching a new enterprise and I'm in need of a logo that represents my brand. The idea...in the process of launching a new enterprise and I'm in need of a logo that represents my brand. The ideal design style for me is minimalist. I am looking for something that is clean and simple, yet still impactful. Key Points: - The logo should reflect warm-toned colors - red, orange, or yellow. - Simplicity is key. An intricate design would not be suitable for this project. I am looking for a designer with a strong portfolio of minimalist designs, particularly if they have experience with warm colors. If you have experience with branding for startups and new enterprises, that would be a plus. Your experience in translating bra...

I'm in need of a proficient Python developer who can help compile a Python code, that I have acquired from GitHub, into an executable format for Windows. As the client, I expect: - Understanding the existing Python code and its dependencies - Transforming the Python code into a Windows executable file Successful freelancers should provide a detailed project proposal illustrating how they plan to compile the code to exe on a Windows operating system. Though no specific Python libraries or frameworks were mentioned, a background in Python coding and debugging is paramount. The ideal freelancer should have a deep understanding of Python code, dependencies, and experience dealing with code from GitHub. Experience in generating Wi...

Please read everything before starting. If you submit junk it will be rejected so please only quality work. The company: This is a 3d printing company that focuses on taking old blow molds that are not made any more and remaking smaller sizes of them based off of old christmas decor. The name of the company: Yule-Glo Colors can be: Red, Green, Yellow PLEASE KEEP IN MIND, I want a old classical look, maybe a old christmas light bulb in there, I want classic, not modern. I will attach some of the images of these classics that we are making for inspo and feel free to incorporate a graphic of them or like a digital look of them.

I'm in need of an illustrator who can bring to life the characters from my children's picture book. The illustrat...characters from my children's picture book. The illustrations should be in a whimsical and fun cartoon style, suitable for both print materials, digital platforms, and merchandise. Key Requirements: - Experience in creating cartoon style illustrations - Understanding of children's book illustration - Ability to adapt the illustrations for different mediums (print, digital, merchandise) These are anthropomorphic tools (think Pixar's Cars but cartoon, not 3D). The ideal candidate should be able to understand my vision for the characters and translate that into delightful and engaging illustrations. Please include samples of your previo...

... currently built on the MATLAB compiler, into a Python application. The source code for SPM12 is available at SPM12 GitHub repository Objectives: • Translate the entire SPM12 codebase from MATLAB to Python while maintaining functionality. • Develop a Python-based GUI that replicates the current MATLAB interface. • Ensure the converted application integrates well with Python scientific computing stacks. Key Deliverables: • A fully functional Python version of SPM12. • Source code with comments and documentation. • A user guide for the Python-based GUI. Skills Required: • Proficiency in MATLAB and Python programming languages. • Experience with GUI development in ...

...develop an interactive chemistry experiment for me. You may code using JavaScript, HTML5 or using Python, so experience or proficiency in this language is crucial. Key Requirements: - Users should be able to drag and drop objects using mouse or in case of mobile- fingers. - It should offer a moderate level of interactivity. This includes features such as adjusting quantities and temperatures. If a user pours something in a beaker, it should show the beaker full. If emptied, beaker is empty. - Vector images of lab equipments like Test tube, beaker, burner etc can be found online. Ideal Skills: - Proficiency in Python or JavaScript. You may use CreateJS libraries. If you are a programmer with a passion for chemistry, this is a great opportunity to combine your ski...

...machine and can sign PDF, XML, JSON, and Text files in bulk and with the following additional features: - Bulk Signing: It should support signing multiple files at once, with no specific limit. - Predefined Output Path: Users should have the option to assign a default output path for the signed files. - PDF Signature Display: For PDF documents, the utility should display the signature as an optional feature. The goal is to have this utility developed within a month. Ideal skills for this project include: - Proficiency in programming languages suitable for file processing (e.g. Python, Java) - Experience in developing software utilities or tools - Familiarity with e-signing mechanisms and standards - Prior experience in working with PDF, XML, JSON...

...footage of a vanilla plantation in Madagascar. - Reference video: - 4. GIF Overlay (Optional) test to add a sequence 4 with below: - Test adding a GIF sequence using the following details: - GIF: istockphoto-977985066-640_adpp_is - Background: url("") - Background Size: Cover - Width: Fixed (1,440px) - Height: Hug (598px) - Padding: 70px 60px 40px 60px - Gap: 40px - Opacity: 0px Colors: - Background: #290E0EB2 Requirements: - The GIF should be exactly 15 seconds in length. - Use smooth transitions between sequences to create a cohesive and visually appealing GIF. - Ensure high-quality footage is used throughout

I'm seeking an expert in 3D printing, specifically using plastic materials, to assist with the creation of customized work items. The chosen freelancer should have: - Solid experience in 3D modeling and printing - A deep understanding of working with plastic materials for 3D printing - Strong design abilities to deliver unique, functional appliances Your task will primarily involve transforming simple concepts into tangible, usable items. From initial design to final product, your role is pivotal to creating one-of-a-kind home appliances that combine form and function in new and exciting ways. This project is perfect for those who enjoy rethinking design norms and creating unheard-of items that will surely stand out. Samples of similar work are re...

I am seeking an experienced Python web application developer to construct a user-friendly platform for cryptocurrency airdrop and telegram integration. The final product should be similar to notcoin. Key requirements: - User registration and verification. - Airdrop distribution capabilities. - Integration with Telegram. Professional skills and experience: -Familiarity with Python. -Past work demonstrating ability to create robust web applications. -Understanding of cryptocurrency airdrop processes. Applicants should include their relevant experience in their applications. Working examples of similar projects will be highly appreciated.

I need a tool that extracts specific content (text and images) from PDF files and adds this data into a CSV file under designated headers. Key Requirements: - The tool should be designed specifically for Windows OS. PDF Data Extraction: - Need the tool to extract both text ...OS. PDF Data Extraction: - Need the tool to extract both text and images from the PDFs. CSV Insertion: - The extracted data should be sorted correctly under their respective column headers in a CSV file. Consistent PDF Structure: - It is important that the tool can handle data extraction from PDFs with a consistent structure. Ideal Skills and Experience: - Proficiency in developing Windows-based tools. - Experience with PDF data extraction. - Familiarity with CSV file manipulation in P...

I am seeking an AI developer with significant expertise in reinforcement learning. Key Responsibilities: * Apply reinforcement learning techniques to solve complex problems. Required Skills and Experience: * Proficiency in Python. * Expert-level knowledge and hands-on experience in reinforcement learning. Only apply if you possess an excellent understanding of reinforcement learning algorithms, and Python programming. This project is demanding and requires a high level of competency, therefore, only experts in the field are sought. Your expertise will be crucial in optimizing our current models and laying down the roads for future developments.