3d max packaging design models işler

I have an existing Convolutional Neural Network (CNN) model built in Python that processes audio data preprocessed using Mel-frequency cepstral coefficients (MFCCs). The model currently delivers high accuracy results, but there's an issue - It consistently provides the same answer when applied to different inputs. I need an expert t...modifications to rectify the issue. - Ensure the model maintains its high accuracy while providing diverse predictions for different audio inputs. Ideal Skills and Experience: - Proficiency in Python for CNN model development. - Experience in working with audio data, particularly MFCCs. - Strong understanding of neural networks, CNNs in particular. - Ability to debug and fine-tune deep learning models. - Excellent problem-solving skills and atten...

I need a freelancer to revamp my online business's brand design. I'm primarily looking to incorporate: - Logo design - Color scheme - Typography - Product packaging design The ideal freelancer should be experienced in creating cohesive brand identities for online businesses, focusing on the elements listed above. Your application should include examples of past work you've done in this niche, particularly for businesses with an online focus. I'm excited to see how you can transform and elevate my online identity. Please ensure your past work showcases your ability to deliver on every part of this brief.

I'm seeking a professional designer who can create engaging packaging for tech accessories like data cables, charger adapters, and mouse keyboards. The design should be captivating and appealing, yet the style is open-ended as I skipped the design style question. Your application should stand out with a detailed project proposal, demonstrating your understanding of the project and how you plan to undertake it. Ideal candidates will have experience in packaging design and a portfolio demonstrating their ability to design in different styles. Solid communication and proposal writing skills are also desired.

I'm seeking a skilled 3D modeler proficient in AUTODESK to create a fully textured 3D model BEFORE 6TH MAY. The model will be utilized for prototype product visualization. I need an Extraordinary person who can MODEL THE DEVICE USING PROTOTYPE DESCRIPTIONS. The ideal freelancer for this project should have: - Proficiency in Autodesk for 3D modeling and simulation - Experience in product visualization - Ability to create high-quality, textured models - Strong attention to detail Please provide samples of your previous work in product visualization and 3D modeling along with simulation when applying. Thank you.

I need a creative collaborator to launch a video-based campaign for a bar/club, called "Dokk Club". This project should be of interest to people knowledgeable in using Shotcut. The idea is to create engaging video content. There's no specific requirement...that could be made available on social networks as part of the campaign. The video MUST be on portrait, and 1080p width by 1350p height. I'll need you to contact me beacuse i need to send you a video that will be used as a basis (using excerpts from this video) to make the final video, not forgetting that the final video must be composed of audio and video, and i can't send it directly due to the max size of uploading here in the platform. The logo on the attached video can't be used. Insted use the ...

Necesito realizar una nueva versión de un video similar a este pasaria lo mismo.

there are 3 models in total but first let's start with one. i will give you the model in tflite and the front end. users need to put text description and the model with classify the description into 5 caragories and show in the frontend. all these will be locally done on device using local database in offline mode. please bid only if you agree to my budget of 25 euros for this and work immidiately.

...need to understand how to optimize and adapt the architecture of these models for specific tasks. This includes understanding the best practices for modifying the architecture and the implications of these changes on performance. - Hyperparameter Tuning: Assistance in identifying the most effective hyperparameters for the given task and how to adjust them on a high-performance computing system. Skills and Experience: - Strong command of Python, TensorFlow and PyTorch, as you will be helping me leverage these tools to perform the finetuning. - Proven experience in working with high-performance computing systems is a must. Experience with Compute Canada's Graham cluster is a plus. - Deep understanding of large language models and their architecture, as well as hyperpar...

I require an expert who can design enticing product packaging for cookies. It will be sales in supermarket. form of box is in addicted files. The focus should be on creating a design that is clear, attractive and easy to understand and that attracts attention on the supermarket shelf. In the application files there are a box form constuction file for which you need a design and our company logo!!!! I wish cool ideas. Thank you for participating! Вітання! Потрібно розробити гарну та привабливу упаковку для печива. Продаватися буде в супермаркетах на полці поруч з конкурентами. Основна увага повинна бути зосереджена на створенні дизайну, який є ясним, привабливим і легким для розуміння та привертає увагу на полиці супермаркету. У файлах є файл конструкції ...

...in PDF format. - Use GROBID for extracting text content from PDFs and preprocessing. 2. **Model Development:** - Fine-tune BERT models and explore unsupervised embedding techniques. - Develop a hybrid model combining BERT and unsupervised embeddings for keyphrase extraction. 3. **Evaluation:** - Split the dataset and evaluate the models using the F1 score metric. 4. **Results Analysis:** - Analyze keyphrase extraction results and compare with manual annotations. **Deliverables:** 1. Python code for the keyphrase extraction system. 2. Preprocessed S20RC dataset. 3. Trained BERT models and unsupervised embedding models. 4. Evaluation report with F1 score results. 5. Visualization of keyphrase extraction results. **Concl...

As the project owner, I'm seeking a talented photographer/videographer to cr...Sprinter, and Promaster. Your task includes: - Taking high-resolution images of the sunshades in various styles and sizes, in different angles and perspectives. - Creating engaging videos that effectively display the shades and demonstrate their installation process. - Ensuring all props, models, and expenses are covered within the project budget. Ideal candidate will have: - Strong skills in still photography and videography. - Experience in promotional content creation. - Ability to direct casual models. - Experience in shooting in natural outdoor settings. Your goal is to create content that promotes our sun shades in the most appealing and comprehensive way. Get ready to create visuals...

...Information: The logo will be used across various platforms, including signage, packaging, online channels, and marketing materials. We encourage creativity and originality while staying true to the essence of our brand. Please provide both color and monochrome versions of the logo to ensure versatility in different applications. Submission Guidelines: Interested freelancers are requested to submit their portfolios showcasing relevant logo design experience. Proposals should include a brief explanation of the concept behind the design and how it aligns with the brand values of S.M. Bengali Sweets. The selected freelancer will be compensated competitively based on their experience and the quality of the design. Deadline for Submissions: All proposals must be...

I'm looking for an adept animator with extensive experience in creating 3D animations. The project is aimed at captivating preschool-age children (3-5 years), so the animations must be bright, colorful, and engaging to this particular age group. Key Responsibilities: - Deliver high-quality 3D animated videos targeting Preschoolers. - Storytelling abilities that reflect understanding of a 3-5-year-old's perspective. - Use of vibrant and visually striking colors to captivate the audience. Ideal Skills: - Expertise in 3D Animation. - Strong portfolio of kid-oriented productions. - Excellent grasp of visual storytelling. - Ability to create visually dynamic and bright animations. By taking on this project, you'd be responsible for bringing a colorf...

An existing STL model needs some updates and I would like to have the STL modified and the 3D file More details: What specific changes do you want to make to the STL file? Adding new features What type of new features do you want added to the STL file? Aesthetic designs What type of aesthetic designs are you thinking of incorporating into the STL file? Modern-style design

...successful candidate will be instrumental in building a highly sophisticated bot that leverages language models to interact contextually with user queries based on extensive text data. This role involves implementing cutting-edge technologies to ensure precise information retrieval and context-aware interactions. Additionally, the role includes another critical project focusing on enhancing data analysis techniques. You will develop systems to evaluate and refine the accuracy of data extraction methods, particularly by minimizing error rates in automated data categorization using language model capabilities. Key responsibilities include coding in Python, integrating open-source language models, and creating robust mechanisms for error handling and data filtering. The ide...

I am in need of a 10-second 3D video with a sci-fi theme. The main focus of the video should be on natural landscapes. Requirements: - 3D video creation experience - Proficient in sci-fi design - Skilled in producing realistic natural landscapes - Ability to deliver a 10-second engaging video - Good communication skills for effective collaboration

I am looking for a skilled, experienced writer to complete a research-based article on reception desks for an online platform. Requirement...writer must have advanced writing skills, with experience in delivering high-quality, informative content. - Tone: The article should adopt an informative tone, presenting the information in a professional manner. - Research: While the piece should be based on solid research, it should focus on general information about reception desks. The writer does not need to delve into particular brands or models. The piece will be 800-1000 words in length, and served in a wiki-esque style with links to references used in the document. The ideal candidate will be able to work independently and meet deadlines. Experience with office furniture topics ...

I need a software that can...Creation of user-friendly interface: The software should be intuitive and easy to use. - Advanced GCODE conversion: The software should seamlessly convert image files to GCODE and vice versa. - Simulation: The software must simulate a CNC machine with two independently controlled spindles through 3D rendering. Ideal Skills & Experience: - Proficient in software development with experience in creating complex simulation software. - In-depth knowledge of GCODE and CNC machines. - Experience in 3D rendering and simulation development. - Ability to deliver professional and user-friendly interfaces. Please note that the primary goal of this project is to create the software for simulation purposes only. The software will not be used with a ...

We are seeking an experienced landscape architect to design three gate structures for mountain pass project. The chosen candidate will conceptualize and develop gate designs that not only enhance the aesthetic appeal of the natural surroundings but also withstand the harsh mountainous conditions. The gates will serve as markers and viewpoints, integrating seamlessly into the diverse topography and climate of the mountain environment. **Candidate Requirements:** - A minimum of 3 years of proven experience in landscape architecture, particularly in projects involving challenging terrains and climates. - Extensive knowledge of durable materials suitable for high-altitude conditions and their application in sustainable, innovative design practices. - Ability to collaborate with ...

I'm in need of a design expert who can help me with various aspects of my business branding and social media presence. Key Responsibilities: - **Branding**: The main focus is to create a strong brand image for my product through packaging and graphic design. This means you'll need to: - Develop a packaging design that captures the essence of my brand. This includes integrating my logo, product images, and a suitable color scheme. - Create a range of graphic designs that can be used for different applications - from product promotion to enhancing visual appeal. - **Social Media Design**: I'm also looking for captivating 2D ads to be used across Facebook, Instagram, and LinkedIn. These designs should be eye-catching and optimiz...

I'm seeking an experienced individual proficient in Creo 7.0 for the development of a mechanical assembly model. The focus of the project is on integrating springs with flexible parts. Key Project Requirements: - Deep knowledge of Creo 7.0 is required - A specific focus on mechanical assembly is needed - Capability to incorpor...for the development of a mechanical assembly model. The focus of the project is on integrating springs with flexible parts. Key Project Requirements: - Deep knowledge of Creo 7.0 is required - A specific focus on mechanical assembly is needed - Capability to incorporate springs with flexible parts is crucial. Your background in mechanical engineering and past experiences dealing with similar models will greatly aid in the successfully completion...

I'm in need of a talented 3D artist who specializes in architectural visualization. The end result should be a lifelike representation of a residential property. Key Requirements: - Focus on residential design: I’m looking for someone with a track record of producing high-quality 3D visualizations in the residential sector. Experience in this specific area is key. - Moderate detail: The rendering should be in moderate detail with textures. This means paying attention to texture details and ensuring the overall visual look of the 3D model is realistic and engaging. Ideal skills and experience: - Strong experience in architectural 3D rendering. - A portfolio that demonstrates previous work in the residential domain. - Proficiency in using sof...

I am in need of an expert in Python and Machine Learning, with specific focus on predictive analysis. This project revolves around using developed algorithms to predict future da...patterns of my financial market data using Python and Machine Learning. Unfortunately, specific financial analysis techniques to be applied were not identified but relevant skills for this project will be: - Proficiency in Python - Extensive knowledge and experience in Machine Learning - Experience with predictive analysis on financial data Skills in time series analysis, pricing models or risk management models could be an added advantage since these are common techniques used in financial analysis. If you have these skills and believe you can deliver quality results, then you're the right...

As the architect of a Tauri SvelteKit application, I am...application, I am in need of someone to integrate an external binary/package into my native app during the build process. The main goal is to be able to include an external app bundle, making this a task largely requiring a good understanding of the Tauri SvelteKit utilities, app packaging procedures and external binary/package inclusion in a native app at build time. Ideal skills for this project are: - Proficiency in Tauri technologies - Excellent grasp of SvelteKit - Strong understanding of app build and packaging processes - Pre-existing experience with external binary/package inclusion in native apps. The end product will be a seamless native application, inclusive of the desired external app bundle, functio...

The cardboard material suitable for the concept design will be identified. Details that will present the expected appearance in the concept design will be completed. A detailed Die-Line drawing will be created, and a prototype will be produced for testing.

...skilled 3D designer who is proficient in the spline 3D design tool. This project involves creating a tokenomics overview for my website. Key requirements: - **Purpose:** The tokenomics overview will serve to showcase the distribution and economics of our token, as well as the various benefits and incentives for token holders. Your design should communicate these aspects clearly and compellingly. - **Content:** You'll be responsible for visualizing the token allocation and distribution. I'll provide the necessary data and information, but you'll need to translate this into a visually engaging format. - **Style:** The visual style I'm aiming for is modern and minimalistic. The design should be sleek, clean, and easy to understand. ...

Looking for a skilled 3D designer who can work in spline design tool to create a detailed and technical 3D animation. The primary purpose of this animation will be to explain our tokenomics concept. Key Requirements: - 3D Animation: We're specifically looking for an artist who has experience in creating engaging and informative 3D animations. - Tokenomics Concept: The animation should delve into the technical aspects of our tokenomics, breaking down the complexities in a clear and visually appealing manner. - Detail-Oriented: The explanation needs to be thorough, so attention to detail is crucial in this project. Ideally, you should have a portfolio that demonstrates your experience in creating similar 3D animations, as well as an underst...

...specific descriptions, dimensions and colors of my house into a visual representation. Key Responsibilities: - Utilize my provided floor plan, room dimensions, and wall colors to create an accurate visual representation of the house. Skills and Experience: - Proficiency in 3D design software. - Experience in architectural visualization and design. - Attention to detail to accurately represent the house based on the provided information. - Ability to understand and follow specific instructions to ensure the final design matches my descriptions. Here is the link to my home: Interior Details: White walls with black matte doors and handles. Black wardrobes in the bedrooms - refer to image Kitchen Details: Please refer to

I am in need of a 3D rendering design for a new area of a trade show. This design will primarily focus on a trade show area rich in detailed elements. Below are the key specifics for the project: - Trade Show Area: The main focus of the design is the trade show area. This area must be highly detailed and exhibit realistic elements. - Branding and Design: The trade show area should be rich in branding and design elements. These elements should be integrated seamlessly into the design. - Additional Elements: Alongside the trade show area, the design should feature a building with 20 stands. The building and stands should be part of the detailed, realistic design. - Luxury Floating Pontoon: This project also involves a lux...

...the process of renovating my home and need a talented designer to create a 3D design for my bathroom. I can provide pictures and measurements of our current bathroom. I can provide images of the fixtures that we have selected to go into the new bathroom. There are two schemes of tiles that i am stuck between (one more scandi/neutral and one using a bit more colour) and ideally I am looking for someone to create a 3D design of the new bathroom with both options so we can see which we like the best. Ideal skills and experience: - Extensive experience in interior design, specifically bathroom design - Proficiency in 3D design software - Strong sense of style with the ability to work with modern and traditional design element...

Progetto di realizzazione store abbigliamento su Shopify, piano e dominio già acquistato. Si richiede max serietà e celerità, oltre a buone doti tecniche ovviamente.

you will need to create a Digital Twin of the Cyber-Physical Factory. You will develop and modify CAD models of modules within the CP Factory. The modules will then be converted into a Virtual Reality model with interactive components. A Windows package will also be created in parallel to the VR model to display relevant technical information while the CP Factory is in operation.

I am looking for an artist who can create a bundle of stencils and brushes for Procreate to make tattoos. I want realize something like this () 300 tattoos brushes (.abr) 800 tattoos stencils (.png) divided in 12 categories: Chicano, Egyptian, Mythology, skulls,...for an artist who can create a bundle of stencils and brushes for Procreate to make tattoos. I want realize something like this () 300 tattoos brushes (.abr) 800 tattoos stencils (.png) divided in 12 categories: Chicano, Egyptian, Mythology, skulls, animals, dragons, flowers, wings, old school and more 10 hand made tattoo fonts 40 skin palette colors 3d HD human body models (female and male): full body, head, hands, arms, legs and more MASTER RESELL RIGHTS NEEDED

I'm looking for a talented CAD designer to help me modify an existing NAS case. The designer should have a good knowledge of materials, CNC and 3D printing processes, air flow designs, PCB layout, industrial manufacturing and general electrical assembly. Designers with good in-house manufacturing or can speak to fab floor workers will be given preference. Please only apply if you have a demonstrable track record of similar work, and can provide a portfolio that showcases your skills, and I will share with you Autodesk Viewer link of the case.

I'm looking for a skilled 3D animator to create an engaging tokenomics section for my project. The animation should be abstract in style, focused on user engagement and the visualization of complex concepts related to our cryptocurrency. Key Responsibilities: - Create an animated visual representation of the project's cryptocurrency. - Explain the distribution and supply of tokens clearly and engagingly. - Illustrate how the project's token will be used in our ecosystem. Ideal Skills and Experience: - Proficiency in 3D animation and working with splines. - Strong understanding of tokenomics and cryptocurrencies. - Experience in creating abstract, engaging animations. - Ability to translate complex concepts into clear, visual metaphors. - Prior work with inte...

As a small business owner...include: - Video Editing: Primarily, the footages involve us interacting with the camera. Your job is to make these videos appealing and attention-grabbing using your editing skills. - 3D Animations: As part of this, I am also looking for the inclusion of 3D animations in the videos. This is crucial, as these animations can significantly enhance our reels' visual impact. - Realistic Style: When it comes to the animation style, I prefer a realistic approach. This can make our videos more relatable and engaging for our audience. Ideally, you will bring to the table profound experience in video editing and realistic 3D animation. Good communication skills will be a plus, ensuring clear and seamless collaboration. Please share your releva...

I'm looking for a skilled machine learning engineer with a background in medical image analysis to help me develop a system capable of identifying different types of brain tumors from MRI images. The primary objective of this project is to create a reliable classification system that can accurately differentiate between brain tumors (types). The project will involve the development of a 3D convolutional neural network (CNN) along with transfer learning that can process the provided MRI images effectively. Key requirements for this project include: - Extensive experience in machine learning, particularly with CNNs - Proficiency with medical image analysis, particularly with MRI images - Previous experience with brain tumor classification is highly desirable - Strong understan...

I'm in need of a skilled 3D designer to create modern-styled furniture. Key Requirements: - Proficiency in 3D modeling software - Experience in designing modern-style furniture - Ability to create realistic models for product visualization - Strong understanding of marketing materials design - Create lifestyle photos for website The 3D models you create will be used for both product visualization and marketing materials. Your work should be of the highest quality, with an eye for detail and an understanding of modern aesthetics. Experience in product design and marketing will be a plus.

Required Sketchup 3D of these plans, site and exterior. It has small contour levels and I need basic renders. This is academic work. I have attached the plans. I need this 2 days. The budget is quite less.

...This is a long term position as once you get use to the sites (about 12) the issues tend to be the same. DO NOT apply just to work temporarily because you need money today, please. I dont want to invest time for someone who will just fix a few tasks and then disappear. No place holders, please! I need someone who is serious and can do the work, if you are not an expert dont waste my time please! MAX BUDGET $5 an hour and looking to eventually work with you directly after this project, a team would be great this way i can make sure i always can get someone to work. If you bid more than this, I know you didn't read this. The current sites have several issues going on which is due to breaks with theme/plugins and php versions. Note this is an hourly job for fixes as needed, no...

I'm seeking a skilled animator to breathe life into a provided cartoon character by creating a specific action sequence. If you possess the following experience and skills, I'd love to hear from you: - Proficient in hand-drawn, 2D digital, and 3D animation - A strong knack for character movement and action - Previous experience in animating cartoon characters The project involves working from a provided character drawing, thus excellent comprehension of existing design and character attributes is essential for successfully portraying the required action. For a seamless collaboration, an understanding of my vision as well as providing valuable inputs would be appreciated. I look forward to your creative proposals.

I'm in need of a skilled blender artist who can bring a CAD model to life for the purpose of education. You'll be animating and demonstrating the moving parts and assembly procedure of the model, aimed at enhancing the understan...parts of the model, as well as exhibit a clear demonstration of its assembly. Keep the narrative educational and engaging through the entire process. • Animation Duration: The runtime of the animation must be between 1-2 minutes. Make sure the information is conveyed clearly and effectively within this timeframe. Ideal Skills and Experience: • Proficiency in blender • Experience in animating CAD models • Past projects in educational animation • Strong sense of timing and eye for detail. Looking forward to an enriching ...

I'm on the hunt for a creative and resourceful interior designer. I require professional assistance in making both 2D and 3D AutoCAD plans along with a SketchUp model for my project. Aspects of the project you'll focus on: - Creating a furniture layout - Determining appropriate lighting fixtures The key element of this project is my interest in Minimalist design. Therefore, previous experience in this design style is essential. Additionally, I pave a fast-approaching deadline for this project, as it needs to be used for portfolio compilation before the end of this month. If you possess these skills and are capable of working under a tight timeframe, I'd love to work you.

...colorful 3D pictures. Key Requirements: - Add/remove rooms: I'm looking to modify the layout and structure of the apartment, so your expertise in understanding space and flow is crucial. - 3D Visualizations: The floor plan should be turned into modern, eye-catching 3D pictures. Design Details: - I prefer a modern style, so the 3D visualization should reflect this aesthetic. Think sleek lines, open spaces, and contemporary elements. - While I have general preferences, I'm open to having the designer suggest options for the interior design. Your creativity and understanding of what works best in a modern space will be highly appreciated. Ideal Skills and Experience: - Architectural design, particularly in the residential se...

I need a talented packaging designer to create 4 unique, visually pleasing, and functional shipping box designs for our beauty fridges. We would like the designs to be made of cardboard and primarily serve as a means of brand presentation. Key Details: - Material: Cardboard. The boxes should be environmentally friendly and not add excessive weight to the shipping process. - Purpose: The primary function of these boxes is to present our brand in a way that is both memorable and aligned with our aesthetics. - Flexibility: The designs should be adjustable to fit various sizes of beauty fridges. This means they must be easily adaptable for different dimensions, with no compromise on the visual appeal or branding. Ideal Skills and Experience: - Proficiency in packaging design...

I have 3 2D drawings of chairs in PDF forma...I need to be rendered into photorealistic 3D images. The images will be used to present our chair designs to our clients for their approval. Key Requirements: - Convert 3 2D chair drawings into high-quality, photorealistic 3D renders - Provide variations to the design as per our specifications - High attention to detail to ensure the 3D renders are true to the 2D drawings The project does not require any animation to be done. The focus is entirely on the creation of quality 3D images. Skills/Experience Required: - Proficiency in 3D rendering software - Previous experience in creating photorealistic 3D images - Ability to work with 2D drawings and translate them into accurate 3D represe...

...images. 1.A Obtain the dataset. Working on a small dataset such as the one from the would allow you to train and test different models without taking hours/days to finish. Go to the notebook and obtain the dataset. 1.B Build an object detector. • using YOLO, and SSD. (need two separate notebooks) • Using the dataset, train, or fine-tune (a pre-trained model) to create an object detector. • Test on the test split of the dataset and report the results. • Show image examples of the detection performance. • Note, all platforms, i.e., mxnet, pytorch, tensorflow (and keras), have pre-trained models. You can use them, but you'll need to fine-tune and show your edits to obtain your own results. TASK 2 • Machine translation and seq2seq mo...

I need a skilled individual to develop performance testing scripts in Python for Colab and Jupyter notebook. The performance metrics that the scripts should measure are: F1 score, Perplexity, Accuracy, and BLEU score. These metrics can be found in the provided GitHub link. Ideal skill...scripts should measure are: F1 score, Perplexity, Accuracy, and BLEU score. These metrics can be found in the provided GitHub link. Ideal skills and experience for this job include: - Proficiency in Python, Jupyter-notebook, and Colab - Experience with performance testing and metrics - Ability to create scripts that accurately measure the metrics provided - Experience with NLP tasks and language models would be a plus LLM: mixtral and Korean Datasets

I'm looking for a talented developer to create an interactive 3D website with engaging animations to enhance user engagement. Key Features: - Interactive animations: The primary goal of these animations is to engage the user. They should not only be visually appealing but also user-friendly, enhancing the overall website experience. User Interaction: - Click and drag to rotate objects: This feature should enable users to interact with the 3D models by allowing them to rotate objects to view them from different angles. - Scroll-triggered animations: Animations should be triggered as users scroll down the page, creating a dynamic and engaging experience. - Interactive storytelling: The animations should be integrated into the website to tell a story or convey inf...

I need a data analytics expert to execute a house price prediction project while also comparing various prediction models using R. Aspects of the project include: - Execution of data cleaning and preparation - Building various prediction models including regression and w.r.t a single & multiple features - Interpreting and visualizing the results of these models and comparing the model performance using metrics such as R2, RMSE etc - Crafting an academically sound 1500-word report summarizing the findings and related literature The ideal freelancer will have substantial experience with data analytics in R, specifically with data cleaning, model building, and results interpretation and visualization. They should also possess strong academic writing skills.