Mini jet engine 3d model jobs

I'm seeking a seasoned developer or a dedicated team to create an advanced AI platform. This project will focus on integrating AI workflows and Large Language Model (LLM) capabilities. The key aspects of this project will be its modularity, scalability, and the ability for user customization. Key Requirements: - Strong expertise in Python or other relevant programming languages. - Proven experience with AI/ML model integration, particularly with platforms like OpenAI and Hugging Face. - Excellent knowledge in workflow automation and API integration. - Proficiency in crafting intuitive user interfaces, preferably a drag-and-drop style. - Familiarity with a range of cloud platforms, including AWS and Azure, as well as containerization technologies like Docker and K...

I'm seeking an SEO expert specializing in link building to enhance my developer website's global search engine ranking. Your primary focus will be acquiring high-quality backlinks through guest posts and social media profiles. Ideal Skills: - Proven experience in SEO and link building - Proficiency in identifying and securing guest post opportunities - Expertise in leveraging social media for backlinking - Strong understanding of global SEO strategies - Ability to improve search engine ranking effectively.

...experience in designing composite canal structures in both 2D and 3D. The canal is 4.250 KM long and 21 meters wide. The engineer will need to physically be present on-site for 2-3 days for assessments and consultations. Key tasks: - Design the canal in 2D and 3D - Include cross-sectional views, longitudinal profiles, and detailed joint and connection designs - Assess bridges over the canal and provide recommendations as needed - Provide a cost estimation (BoQ) in accordance with the Government's BSR The design must adhere to international standards, so a thorough understanding and experience with these guidelines is essential. Skills in using advanced structural design software is a must, particularly for creating detailed 2D and 3D models. Experienc...

Our IT Managed Services company is in need of a mar...and improve our existing but fragmented marketing strategy. We are particularly keen on focusing on social media marketing, email campaigns, and SEO. Key Responsibilities: - Refine and unify our current marketing strategy. - Develop and implement effective social media marketing campaigns, particularly on LinkedIn and Youtube. - Design and execute engaging email campaigns. - Improve our search engine visibility through effective SEO strategies. The ideal freelancer for this role will have substantial experience in IT services marketing, with a proven track record in social media marketing, email campaigns, and SEO. We're looking for someone who can commit to an ongoing relationship with us, with the potential for recurrin...

I'm looking for a talented 3D visual artist who can create stunning architectural renderings of modern interiors. Your task will be to visualize different spaces in a contemporary style, showcasing the potential of each room with a keen attention to detail and design aesthetics. Key requirements: - Proficiency in 3D rendering software - Strong understanding of modern interior design elements - Previous experience in architectural rendering, particularly of interiors - Ability to deliver high-quality, photorealistic visuals

...most important genes that indicate the existence of MPNs and the specific subtype using feature engineering techniques : Random Forest Feature Importance. - Provide a list of these genes along with their significance in MPN detection as a data graph. 3. Training a Machine Learning Model: - Train a Random Forest model using an 80/20 split to predict whether a person has an MPN. - If MPN is detected, classify the specific type of MPN. - Use gene expressions, sex, and age as features for the model. 4. Delivering Results: - The output should indicate: - Whether a person is infected with MPNs or not. - If infected, the specific type of MPN along with a likelihood percentage. - Provide an explanation of the results, including the key genes t...

3D building and first site modeling as discussed.

...incidents and request services. Service Desk Management: Providing a point of contact for users to report incidents and request services. a. Incident Management: Quickly addressing and resolving IT incidents to minimize disruption. b. Problem Management: Identifying and addressing the root causes of recurring issues to prevent future incidents. ** Under this point we did a great work (using Manage Engine system to document all requests and follow up the tickets based on the SLA) and ask to activate Level 1 support for All IT services such as Applications and network. Overall, I need to show that IT operations play a crucial role in aligning technology with business goals and ensuring that IT services are reliable, efficient, and secure and it’s the front line for the whole...

...laser lights, smoke machines, and holographic displays to create a visually dynamic environment, especially in the evening. • High-quality lighting that enhances the premium feel of the stand while ensuring all areas are well-lit and attractive. 6. Interactive Features: • Interactive screens showcasing Brand’s global presence, franchise opportunities, and product line. • Holographic displays and 3D projections to narrate the Brand story and highlight key product features. 7. Giant Beverage Models: • Oversized replicas of Brand cans placed strategically as focal points for branding and visitor interaction. 8. Comfortable Seating and Ambiance: • Modern and stylish seating options that are both functional and visually appealing. • Seating should a...

Objective: Customize the open-source Slic3r software (written mainly in Perl with some C++ parts) t...software (written mainly in Perl with some C++ parts) to add new slicing features, enhance the UI, and optimize performance if needed. Key Skills: Required expertise in Perl and C++, knowledge of 3D printing/G-code, and familiarity with open-source workflows (Git/GitHub). Deliverables: A fully functional modified Slic3r, the final source code (with commit history or release notes), and documentation on installation, usage, and maintenance. Timeline & Budget: Flexible, depending on the complexity of customizations. Application Requirements: Portfolio or examples of similar work (especially in Perl/C++ and 3D printing), plus a brief outline of how the freelancer intends to ...

I'm in search of a skilled 3D modeling expert to construct detailed designs for our innovative machineries. Your responsibilities will include: - Crafting intricate 3D models that encompass all engineering & electronics components with precision and accuracy. - Collaborating with our engineering team to ensure that the designs are both functional and efficient. - Producing high-quality renderings and simulations that effectively illustrate the system's capabilities. The ideal candidate will have: - A strong proficiency in 3D modeling software, with SolidWorks or AutoCAD being preferred. - A solid understanding of mechanical systems and the principles of design integration. - Prior experience in the fields of CAD design. Your primary focus will be o...

...like user profiles and appointment schedules. • Real-Time Database: o Firebase Realtime Database: For real-time chat or notifications. ________________________________________ 4. Cloud Infrastructure and Hosting Cloud platforms ensure scalability, availability, and security. • Cloud Providers: o AWS (Amazon Web Services) o Google Cloud Platform (GCP) • Features: o Compute services (e.g., EC2, App Engine) o Storage solutions (e.g., S3, Firebase Storage) o Serverless functions (e.g., AWS Lambda, Google Cloud Functions) ________________________________________ 5. AI/ML Integration For intelligent features like telemedicine, diagnostics, and personalized recommendations. • Libraries: o TensorFlow or PyTorch for machine learning models. o OpenCV for medical image a...

I am in need of an AutoCAD draftsman specializing in electrical drafting. The primary focus will be creating circuit layouts. The draftsman should be capable of producing detailed, precise wiring diag...AutoCAD, particularly in electrical drafting - Extensive experience in creating circuit layouts - Ability to produce detailed wiring diagrams with full specifications and annotations - Strong attention to detail and accuracy in technical drawings - Good understanding of compliance with project specifications This project requires someone who can transform design concepts into accurate, scalable 2D and 3D representations, ensuring clarity and efficiency in the designs. Please provide samples of your previous work in electrical AutoCAD drafting, particularly circuit layouts and wiring...

...solutions tailored to the unique needs of businesses across various industries. To drive growth and bring in new clients, I’d like to propose a results-driven collaboration model: Initial Flat Fee Upon successfully introducing and securing a new client for our agency, you will receive a one-time flat fee to acknowledge your efforts and contribution. Commission-Based Incentives In addition to the flat fee, a tiered commission structure will reward you based on the value of the client deal. Commission payments will align with collected payments from the client, ensuring transparency and fairness in the process. This model is designed to recognize and reward your success while maintaining flexibility and simplicity. If you have experience in sales, business develop...

I'm looking for a highly skilled 3D artist who can take my CAD & 3ds Max file and create an advanced-level 3D render of a modern apartment I've designed. The project will consist of top-down views and 3D perspectives. Key Requirements: - Proficient in 3D rendering and Photoshop - Able to deliver high-detail, advanced-level renders - Experience in highlighting specific design elements, particularly furniture, decor, and architectural details The atmosphere of the render should convey a cozy and warm feeling, despite the modern design. The ideal freelancer for this project should have a strong portfolio in 3D rendering, with specific experience in creating detailed and realistic apartment renders.

...Business Management (TBM) to build a financial model that helps distribute IT costs (Cost Pools) and link them to Towers, Sub-Towers, and Solutions. The goal is to ensure transparency, improve efficiency, and support strategic decision-making related to IT cost management. Expected Deliverables: Interactive Financial Model in Excel: A structured Cost Pools table (e.g., Internal Labor, External Labor, Software, Hardware, etc.). Distribution of costs to IT Towers and Sub-Towers. Linking IT Towers to Solutions, such as: Applications. Services. Products. Reports and Visualizations: Charts that show cost distribution by Towers and Solutions. Detailed analysis reflecting percentage allocations for each category. Flexibility and Modifiability: A model designed for easy...

I'm seeking a Python expert with a GPU-based system to help me debug and run my PyTorch machine learning model. I have a minor error that's preventing the code from executing. What I need: - Someone who can quickly identify and fix the issue - Experience with PyTorch and machine learning models - Access to a GPU-based system to run the code I appreciate your understanding and look forward to your bid.

I'm seeking experienced programmers to help enhance the performance of my machine learning model. The primary focus will be on improving the model's accuracy. Ideal Skills: - Proficiency in machine learning and AI - Expertise in performance tuning of ML models - Strong programming skills Experience: - Prior work with machine learning models - Successful projects focused on accuracy improvement - Experience with data analysis and model evaluation

I’m looking for assistance to integrate the Namron Zigbee Edge Thermostat (model 4512783) into Zigbee2MQTT by creating a custom converter. A previous model (4512737/4512738) from the same vendor is already integrated, and its code is almost identical, making it a solid reference point. Key Details: • Product Page (4512783): Namron Zigbee Edge Thermostat () • Reference Integration: 4512737/4512738 Zigbee2MQTT Integration () • Manuals for both models are attached for comparison. Requirements: Experience with Zigbee2MQTT, writing custom converters, and implementing advanced attributes. If interested, please contact me with your rates and estimated timeline for the project

...Transforming the 'i' in 'Smile' into a minimalist dental implant icon. - Styling the 'm' in 'Smile' to resemble a sleek and modern tooth shape. - Modifying the tail of the 'y' in 'Holiday' to mimic a simple curve smile expression. In terms of design specs, the ideal candidate will use bright, summer holiday colours, with Aqua Green as the main brand colour. The final deliverables should include both a 3D logo and a basic logo, in PDF and PSD formats. I'm open to your expertise when it comes to typography, so feel free to choose what you think works best. Your choice could be a sans-serif for a modern look, a script font for a more elegant feel, or a combination of bold and light styles. The ideal candidate will h...

Frontend Technologies : UNITY Backend Technologies: MYSQL,PYTHON List of Hardware / Sensor / Processor (if Project on Embedded System) : VR MASK Concept with Techniques 1. Main Lobby: * Design a 3D lobby environment using Unity, incorporating navigation elements like buttons or portals to access different therapy rooms. * Implement Unity's UI system to display user interface elements such as menus, progress bars, and tooltips. * Use Unity's scene management to load and unload different scenes seamlessly as users navigate through the lobby. 2. Nature Retreats (Nature Rooms): * Create immersive nature environments using Unity's terrain system, asset store, or procedural generation techniques. * Utilize lighting effects and particle ...

I'm looking for an expert in social media and SEO to promote my website and help generate leads/sales. Main Goals: - Increase website traffic with a focus on converting visitors into consumers. - Boost sales through strategic online promotions. Channels of Focus: - Social Media: Creative, engaging content that drives interaction and clicks. - Search Engine Optimization (SEO): Improve our website's visibility on search engines to increase organic traffic. Target Audience: - Primarily Consumers (B2C): We're aiming to reach and convert everyday consumers, not businesses. Ideal Skills: - Proven experience in social media marketing and SEO - Excellent content creation skills - Ability to understand and target B2C consumers

I need a professional who understands engineering, can create a 3D model and also make a drawing with all the details and dimensions Ideal Skills: - Proficiency in Revit - Experience with 3D modelling - Ability to interpret 2D CAD drawings - Attention to detail - Time management skills for urgent deadlines

1 bottle with different sizes & 1 bottle new shape Technical Drawings and 3D Cad files

I'm looking for a skilled professional with proficiency in Revit to assist me with 3D modeling of an architectural model. The task involves creating a medium level detailed design, so a keen eye for precision and detail is essential. Ideal skills and experience for the job: - Proficiency in Revit software - Experience with architectural 3D modeling - Ability to create medium-level detailed designs - Strong attention to detail and precision - Good understanding of architectural design principles

I'm looking to create a website and an app akin to Airtasker, but specifically tailored for tradies. The platform will operate on a monthly subscription model. Key Features: - Job Posting and Bidding: Users should be able to post jobs and tradies connect with each other to get jobs done. - Ratings and Reviews: - Payment Processing: A secure and seamless payment system integrated within the platform. User Authentication: - All users will authenticate using their email and password. Ideal Skills: - Full-stack web and app development experience. - Prior experience in creating job marketplace platforms would be a plus. - Knowledge of implementing subscription models, payment systems, and rating systems. - Strong understanding of secure user authentication processes. Please ...

I'm hiring you to replicate the 3D configurator from Alqamees Design Your Own. I will provide all 3D models. Key resources: Assets Link Code Library You must replicate: Fabric selection changes Adding fabric to 3D model 360-degree view Install the WoodMart theme and create a "Design Your Own" page. Best, Nadeem Madar-saib

I'm seeking a skilled designer who can create intricate 2D floor plans and detailed 3D interior and exterior models for my hospital and commercial space. 1,Plan Plan 3. Electrical Plan 4. Plumbing 5. Interior 6. Lighting 7. 3D Walkthrough Key requirements: - 2D floor plan designs - 3D interior designs - 3D exterior designs These models should be: - Highly detailed with measurements - Textured to reflect a modern design aesthetic Ideal candidates will have: - A comprehensive understanding of modern design principles - Prior experience in designing commercial spaces - Proficiency in creating highly detailed, textured models.

I'm in need of a Keras model that can effectively detect faults in industrial machinery by analyzing noise generated by these machines. The model should classify time series data into three categories: Fault A, Fault B, or Normal. Key Requirements: - The model will work with time series data of length 150. - The goal is to identify faults as early as possible. - The model should be able to maximize the total score based on detection accuracy: each correctly identified fault earns 1 point, while each misidentified fault deducts 1 point. Data Overview: - The training dataset contains approximately 400 time series recordings, while the testing dataset has around 1000. Please note that the testing dataset includes all the data from the training set. - All dat...

I'm seeking an SEO specialist with a proven track record of increasing organic traffic. The primary focus is to enhance my website's visibility on Google and Bing, driving more visitors to my site. Key Responsibilities: - Develop and implement effective SEO strategies aimed at increasing organic traffic. - Improve our search engine rankings on Google and Bing. - Optimize our site for product/service related keywords, industry-specific keywords, and brand-related keywords. Ideal Skills and Experience: - Expert understanding of SEO and its best practices. - Proven experience with SEO tools and analytics. - Exceptional skills in keyword research and competitive analysis. - Familiarity with Google and Bing's algorithms and ranking criteria. - Previous success stories o...

I'm in need of an expert in TensorFlow, Pytorch CNN to build a handwritten-digits-recognition model for me. The model will be trained on a combination of the MNIST dataset and a custom dataset . I need Training script and Model and inference example . Key Requirements: - The model needs to have an accuracy above 99%. - It will primarily be used in a script. Ideal Skills: - Expertise in AI, TensorFlow, Pytorch CNN - Experience with image recognition models - Ability to work with both MNIST and custom datasets - Proven track record of achieving high accuracy models

I'm looking for a seasoned professional to help me draft mechanical drawings. - Types of Drawings: I need assistance with gears and bearings, piping and plumbing layouts, and various machine parts. - Existing Materials: I have rough sketches that...piping and plumbing layouts, and various machine parts. - Existing Materials: I have rough sketches that can serve as a reference. - Ideal Skills: Proficiency in drafting software, mechanical engineering knowledge, attention to detail, and ability to interpret and enhance rough sketches. - It is important to have the ability key of utilizing weldment features - Must be familiar with providing 2D and 3D sheets based on the drawn assembly and showing technical data such as BOM Please get in touch if you have the necessary experie...

...Desing, Manufacturing ,inventory management and sales. Each of these departments has unique accounting needs. Key stake holders involved 1. Design team The design team has 2 key sub teams a. Designer - some one who designs a product using either and iPad or the traditional pen and paper b. CAD - a designer who uses rhino / matrix to design the first iteration of our 2 d design before it goes into 3D printing 2. Karrigars (small manufacturing units) Based on orders, these manufacturing units are given raw materials for specific products such as diamonds, pearls, emeralds and rubies. Gold is given to them on account. Please note that there are various different kinds of categories within any raw materials. 3. Sales men - important soldiers to the company who need to be wel...

I'm looking for a skilled product designer with expertise in Solidworks 2021 to create a functional prototype for a consumer electronics product, specifically a home appliance device. Key requirements: - The design should be suitable for a consumer electronics product, taking into account usabi...not so intricate as to be impractical for prototyping. Ideal candidates will have: - Extensive experience in Solidworks, particularly with designing for consumer electronics. - A strong understanding of product design principles and the ability to create user-friendly designs. - Previous experience creating functional prototypes. Deliverables : SolidWorks files, 2D Engineering drawing, and Step 3D file for rendering. Please provide examples of similar projects you've complet...

...Your role will involve producing high-quality video content, incorporating AI-generated voiceovers, and utilizing a combination of 3D rendering, animations, and motion graphics to bring creative concepts to life. Key Responsibilities: Video Production: Create high-quality videos for diverse purposes (e.g., marketing, education, entertainment). Develop storyboards, video scripts, and visual themes as needed. AI Voice Integration: Use AI tools to generate and sync voiceovers with video content. Ensure natural tone, clarity, and alignment with the video narrative. Graphics and Animation: Design and integrate 3D-rendered elements, animations, and motion graphics. Enhance videos with advanced visual effects, transit...

...well-researched content that meets your requirements. What I Offer: Engaging Writing: Professionally written content that captures attention and aligns with your objectives. Thorough Research: Accurate and credible information to add value and depth to your content. Tailored Approach: Customized tone and style to suit your brand and target audience. SEO Optimization: Content crafted to enhance search engine visibility. Timely Delivery: Reliable and efficient work within the agreed timeline. Fixed Price: For this project, I propose a fixed price of 80$ which includes everything that we discussed about this project. I’m committed to delivering top-notch results that align with your expectations. Let’s collaborate to bring your project to life! Looking forward to your...

I am in need of a two-piece mold to create silicone Xbox controller grips/covers. I have a specific design for these grips/covers, so the project will primarily involve creating a mold based on this design. Ideal Skills and Experience: - Proficiency in 3D modeling software - Experience with designing molds for silicone casting - Understanding of ergonomics and controller design - Able to work from provided designs - Attention to detail to ensure the mold matches the design precisely Please let me know if you can assist with this project.

...aesthetic simplicity that makes it appealing to use. Ideal skills for this job include product design, knowledge of suitable materials, and a good understanding of minimalist design principles. Experience in designing medical or home-use devices will be a plus. This is a work for hire agreement, meaning we are hiring you to design but retain the rights to the end product images. We also need then in 3D, front, back and side images too. When you bid for this project, please say "Glass Ampoule Holder Solved" at the start of your bid so we know you bothered to read what we are trying to do. All automated bids will be filtered. We look forward to working with you soon. We can also do a video of the makeshift method we do now, so you can see the problem we are trying to ...

I am looking for a highly skilled 3D artist who can take my SketchUp file and create an advanced-level 3D render of a house I've designed. The project will consist of three exterior views and one interior view. The artist will also need to use Photoshop or similar programs to enhance the realism of the final product. Key Requirements: - Proficient in 3D rendering and Photoshop - Able to deliver high-detail, advanced-level renders - Experience in highlighting specific design elements Please note, the exterior views should emphasize the landscaping and building materials. The specific time for the exterior views is set to morning. Ideal Skills: - 3D Modeling - Photoshop - Architectural Visualization - Attention to Detail - Landscape Design Understanding...

I'm seeking an expert in Linux and robot simulation software. The project is to set up and run a robot simulation software on a Linux platform with a custom model and develop world around it. Experience with ROS, Gazebo or Webots is a plus.

I require a skilled Blender artist to create a realistic character model for me. The character will be used in film/animation, so high-quality, intricate detailing and understanding of animation-friendly design is crucial. Ideal Skills and Experience: - Extensive experience in Blender, specifically in character modeling - Portfolio showcasing realistic character models - Understanding of film/animation requirements - Ability to create animation-friendly models - Attention to detail and quality

Making the model with all material properties and sharing the file

I'm looking for a skilled 3D modeler to create five retail building models for me. The models don't need to be overly detailed but should be sufficient for a semi-aerial render. Scope: 1. Medical Building 2. Hotel 3. Small Driveast Food Building 4. singe story Retail 5. Full service Restaurant Key Requirements: - The models need to be textured and in Vray material. I prefer realistic textures for the buildings. - The models should follow the look of the reference provided. - The output should be in 3ds Max format, placed on a provided siteplan layout, and in scale. - Specific details to be highlighted in the models include windows and doors, as well as building facade elements. Please note, the site plan layout should only contain the buildings - no additional envi...

I'm seeking a talented designer for a comprehensive 3D planning and interior design project for my entire residential property, focused on a modern aesthetic. Key Requirements: - Design for Entire House: The project will cover all rooms in the house, so a keen eye for cohesiveness and flow throughout the space is essential. - Modern Design Style: A strong understanding and appreciation of modern design elements will be crucial. Ideal Skills and Experience: - Proficiency in 3D modeling and interior design software. - Prior experience with modern residential design. - Strong portfolio showcasing similar projects. Please provide examples of your previous work that align with this project's requirements.

I'm seeking a talented 3D designer for detailed interior architectural visualizations of my home. The project encompasses the living room, kitchen, and bedroom. Key Requirements: - Proficient in 3D design software such as AutoCAD, SketchUp, or similar - Strong portfolio of previous interior architectural visualizations - Ability to create realistic and visually appealing designs Ideal Skills: - Product modeling - Architectural visualization - Interior rendering

...Additionally, the tool should learn and adapt its writing style over time by analyzing previously submitted content, improving its ability to match each client’s unique voice. Since this is my first venture into AI-based content generation, I would greatly appreciate the guidance of an experienced developer on how best to build this tool and structure the project. Scope of Work: Client-Specific Model Customization: Develop a system that allows users to select a client (e.g., Client A, Client B, etc.), and have the tool automatically adjust its writing style, tone, and vocabulary according to predefined client-specific parameters stored in a database. Database for Client Parameters: Design and implement a robust database to manage client-specific data, including writing pr...

I'm looking for a designer to create 9 exhibition panels (each measuring 963x1700mm) for my 3D printing company. The panels should reflect a 'Technology and Innovation' theme, showcasing our prototypes in a modern and minimalistic style. Key Requirements: - Design 9 exhibition panels - Convey a 'Technology and Innovation' message - Highlight our prototypes - Adhere to a modern and minimalistic style Ideal Candidate: - Experienced in graphic design and exhibition panel design - Knowledgeable about 3D printing technology and prototypes - Able to create sleek, minimalistic designs without compromising on impact - Strong understanding of conveying complex ideas simply and effectively Please provide examples of similar projects you've completed in ...

I'm looking for a skilled video editor who can not only edit my YouTube videos but also incorporate 3D designs into in-video animations. The goal is to make the content funny and entertaining, with a specific focus on sarcastic humor. Key Responsibilities: - Edit YouTube videos professionally - Create engaging 3D in-video animations - Infuse a sarcastic style of humor into the videos Ideal Skills and Experience: - Proven experience in video editing - Proficiency in 3D animation software - A good sense of humor, specifically with sarcasm - Previous work with YouTube content - Ability to meet deadlines and work on multiple projects

...seeking a talented animation team to bring my vision of a 3D animated comedy series for adults to life. Key aspects of the project: - Target Audience: The series is aimed at adults, so the humor will be geared towards that demographic. Previous experience with adult-oriented content will be advantageous. - Genre: As a comedy series, the ability to create humorous scenarios and character interactions is crucial. I'm looking for a team that can deliver consistent laughs while also keeping the storyline engaging. - Animation Style: The series will be in 3D animation. A strong portfolio in 3D animation is necessary, with experience in creating visually appealing and high-quality animations. Ideal skills and experience: - Proficiency in 3D Animation softwar...

I'm looking for a Python script that l...carry out critical preprocessing steps such as synonym replacement, sentiment label mapping, and implementing data augmentation and class balancing. - Analysis and Evaluation: The script should perform correlation analysis and generate a heat map. The model's effectiveness should be evaluated using metrics like accuracy, F1 score, precision, recall and determining optimal thresholds. Also, the model should prioritize: - Technical skills - Management experience - Educational background Ideal Skills: - Proficiency in Python and RoBERTa - Experience with data preprocessing and analysis - Ability to implement and evaluate machine learning models - Familiarity with generating and interpreting heat maps - Understanding of recruitment pr...