Machine Learning Skills For Software Engineers
Here are 11 practical and effective tips that will enable you to become a machine learning expert.
Design or formulate the financial analysis for a self storage project in order to ascertain its viability.
character sketching , concept art , 3D modeling , Character model sheet ..
skills 3ds max, 3d modeling ,3d animation ,3d rendering skills 3ds max, 3d modeling ,3d animation ,3d rendering skills 3ds max, 3d modeling ,3d animation ,3d rendering
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I have a small-area study site and have already assembled the core inputs—detailed topographic surveys, recent hydrological records and the full set of infrastructure layers (culverts). With these datasets in hand, I now need a complete hydraulic model built from the ground up. HEC-RAS or IBER is preferred Deliverables I’ll be reviewing: • The native model files and any custom scripts or pre-/post-processing tools. • A concise run set that demonstrates the model is stable and free of errors. • Exported results (water levels, velocities, flood extents or hydraulic grades, depending on the engine used) in both GIS-readable layers and a short explanatory memo outlining key assumptions, boundary conditions and any calibration steps. Acceptance criteria: the ...
I need a 3D drawing of a pillow. The drawing should accurately represent the shape and dimensions of the pillow. Ideal Skills: - Proficiency in 3D modeling software - Experience with textile and soft goods - Attention to detail in shape and dimensions Please provide samples of similar work.
...() High-end, showroom-level experience Everything must be created and provided by the developer, including 3D assets. as per my video i need plugin that work on woocommerce products which i selct as a car configurator GLTFLoader OrbitControls Environment HDRI lighting Features: 360° rotation Real-time material swap Wheel swap Softtop open/close animation AMG bodykit toggle Modeling Tools: Blender or Autodesk 3ds Max As per video Core Requirements 1️⃣ WordPress Plugin (Mandatory) Must be a proper WordPress plugin Easy install via .zip Shortcode / block to use on product page Works with normal WordPress pages (WooCommerce compatible preferred) Real 3D Car Customizer Real 3D model, not fake image swap Built using / WebGL User can: Rotate car (360°) Zoom Chan...
I need an STL file fixed for 3D printing. The primary issue is removing non-manifold edges. Ideal skills and experience: - Proficiency in 3D modeling software (e.g., Blender, Meshmixer) - Experience with STL file repair - Knowledge of 3D printing requirements and constraints Please provide examples of similar work done.
I need a skilled 3D artist to create different kinds of virtual exhibition booths using Blender. The designs should be creative, functional, and suitable for virtual exhibitions. Key Requirements: - Create 2–3 unique virtual exhibition booth designs w...suitable for virtual exhibitions. Key Requirements: - Create 2–3 unique virtual exhibition booth designs within 24 hours. - The designs should be compatible with Blender and provided in .blend format. - Ensure high-quality textures and realistic detailing. - Provide clear documentation or notes for any specific features or adjustments. Ideal Skills and Experience: - Proficiency in Blender for 3D modeling and rendering. - Experience in designing exhibition booths or similar structures. - Strong attention to detail and c...
I'm looking for an experienced VR game developer to create a game inspired by Animal Company vibes. Players will start in a futuristic, clean lab environment and escape to various maps, includ...a game inspired by Animal Company vibes. Players will start in a futuristic, clean lab environment and escape to various maps, including urban, natural, and space-themed. Key Requirements: - Futuristic and clean lab design - Diverse escape maps: urban, natural, space - Variety of items/weapons: melee, guns, gadgets Ideal Skills and Experience: - Proficiency in VR game development - Strong 3D modeling and environment design - Experience with diverse game mechanics and item integration - Ability to create immersive, engaging gameplay Please include relevant portfolio work and experienc...
I need a 3D visualization of a conveyor system with a gantry-style robot. The visualization should include: - Basic shapes for components - 3D perspective view - Pallets moving on a custom path Ideal skills and experience: - Proficiency in 3D modeling software - Experience with conveyor systems and robotic elements - Ability to create simple animations for moving parts Please provide a sample of similar work.
This is an academic project conducted within the framework of an engineering degree program. The objective is the design and thermodynamic simulation of a combined-cycle CHP (GuD-CHP) plant with district heating extraction using EBSiLON Professional. The focus is on the modeling of the main components (gas turbine, heat recovery steam generator, and steam turbine) as well as the integration of a district heating extraction system. Existing assumptions and boundary conditions will be provided. The project requires technical support in model development, plausibility checking of simulation results, and optimization of efficiency and relevant energy performance indicators. The work will be carried out remotely. The goal is not a complete execution of the project by the freelancer, but ...
I need a comprehensive costing model created. This model should be automated and take into account various pricing factors for procurement and IT services. Essential Requirements: - Pricing factors: Supplier prices, Logistics costs, Tax implications, FTE, - Input data: Excel spreadsheets - Automation is key - Must be delivered ASAP Ideal Skills and Experience: - Expertise in Excel and data modeling - Experience with procurement costing models - Strong background in logistics and tax implications
I'm seeking a skilled 2D/ 3D modeler to create a detailed rendering of a building facade, primarily for aesthetic design purposes. The model should prominently feature glass materials. Key Requirements: - High-quality, detailed rendering - Focus on glass material representation - Strong background in architectural visualization in AutoCad & Ideal Skills & Experience: - Proficiency in 3D modeling software (e.g., Revit, Inventor, AutoCad) - Expertise in material rendering, especially glass - Prior experience in creating detailed architectural models Please provide a portfolio showcasing relevant work.
I'm looking for a skilled 3D designer to create high-detail visualizations of industrial machinery and equipment. These graphics will be used for product visualization purposes. Key Requirements: - Expertise in 3D modeling software (e.g., Blender, 3ds Max, AutoCAD) - Proven experience in creating realistic and detailed industrial machinery visuals - Strong understanding of industrial design and engineering principles - Ability to meet deadlines and communicate effectively Ideal Skills and Experience: - Portfolio showcasing high-detail 3D industrial graphics - Strong attention to detail and accuracy - Experience with texturing, lighting, and rendering Please provide samples of relevant work with your bid.
This project requires CAD-based 3D modeling for FDM 3D printing. Please start your bid with the word “FDM” to confirm you understand this is not a logo/vector design project. I need an original challenge coin designed to showcase the Creality K2 Pro’s multi-color FDM capabilities, while remaining durable and cleanly printable. This is a physical product design project, not a 2D artwork conversion. Our club colors are maroon and grey; please use them in the design. A third or fourth accent color is acceptable (maximum of four total colors). All aspects of the coin design are open to professional recommendation if it improves durability, print quality, or multi-color performance. Design Direction The design should sit in the moderate detail range: Clean, reada...
I need a 3D character model of a cute, cartoonish horse, styled like Nobody Sausage and Pudgy Penguins. The model should be fully rigged for Cinema 4D and is intended for social media content. The 'example horse' image is too...resemble nobody sausage's & pudgy penguin style. Simplistic, but still whacky and fun. Key Requirements: - Fun, cute, and simplistic cartoon style - Fully rigged for animations - Animations needed: standing up and walking like a human, walking through an air vent (horse in vent 2 image attached, but update style to a more futuristic grey air vent) Ideal Skills & Experience: - Proficiency in 3D modeling and rigging in Cinema 4D - Strong understanding of cartoonish character design - Experience with character animations -Profile picture...
Project Overview I am looking to get a full-stack AI Digital Twin that can function as a highly realistic front-line customer service representative and branded spokesperson. That can make a video presentation through the video script command for Social media marketing. This system must go beyond simple voice or face cloning. It must deliver: • Ultra-realistic facial modeling • Advanced custom voice cloning • Real-time low-latency conversation • Emotion-aware facial micro-expressions • Full 3D avatar system • Website and social streaming deployment The goal is to create a scalable, production-ready AI human avatar that feels natural, responsive, and commercially deployable. Core Interaction Requirements Real-Time Voice Dialogue • Sub-500ms r...
ob Title: Data Scientist Role Overview: We are seeking a Data Scientist to help us transform our CRM, Gradlynk, into a more intelligent, AI-driven platform. The role will focus on leveraging data to enhance student engagement, improve learning outcomes, and optimize operational efficiency across our edtech ecosystem. Key Responsibilities: -Collect, clean, and analyze data from Gradlynk and other sources to generate actionable insights. -Develop predictive models and machine learning algorithms to personalize student experiences and forecast performance trends. -Collaborate with IT, Product, and Operations teams to integrate AI-driven features into Gradlynk. -Translate complex data findings into clear recommendations for educators, administrators, and...
Project Title: Senior Process Design Engineer – 1,500 TPD Modular Re-Refining Facility Project Overvi...Qualifications: Education: Bachelor’s or Master’s degree in Chemical Engineering or a related field. Licensure: Professional Engineer (PE) license is highly preferred for final design sign-off. Experience: Minimum of 7–10 years in refinery process design, specifically in downstream oil upgrading or re-refining. Software Proficiency: Expert-level skills in AutoCAD, Aspen HYSYS, and hydraulic modeling software. Submission Requirements: Please provide a portfolio of relevant project work, specifically highlighting previous modular or skid-mounted refinery designs. Include your standard lead time for a complete FEED package and your availability for multi...
I'm seeking a skilled 3D artist to create detailed interior views for a bedroom as part of a bathroom remodel project. Requirements: - High-quality, realistic 3D renderings - Focus on bedroom interior - Accurate representation based on provided drawings Ideal Skills and Experience: - Proficiency in 3D modeling software (e.g., SketchUp, Blender, 3ds Max) - Experience in interior design visualization - Attention to detail and creativity Please share relevant portfolio work with your bids.
I am seeking a 3D rendering of the house's exterior, based on the drawings provided by my client. At this moment, interior 3D modeling is not necessary, although it may be needed in the future. I require 3D views for all four sides of the exterior, along with a basic 2D interior floor plan that includes measurements. The exterior walls should be painted grey, while the roof, doors, and window trim should be in black. Detailed finishes and 3D modeling will be necessary in a subsequent project once the initial rendering receives approval from the client. The budget allocated for this initial project is $75 CAD.
I need a specialized fishing flasher design for salmon in saltwater environments. Requirements: - Flasher should mimic a rolling action - Design file should be in .stl format for 3D printing Ideal Skills: - Experience in fishing tackle design - Proficiency in 3D modeling software
We are seeking a 3D artist to model specific Chess pieces using Blender. The goal is to create high-quality, professional assets that follow classic design standards while maintaining a clean, production-ready workflow.
I'm looking for a skilled graphic designer experienced in CorelDraw and Autodesk Artcam. The project involves creating realistic artistic sculptures for CNC routing and laser engraving. Key Requirements: - Proficiency in CorelDraw and Autodesk Artcam - Expertise in 3D modeling, specifically for realistic artistic sculptures - Experience operating CNC routers and laser machines - Ability to create detailed engraving designs Ideal Skills: - Strong background in graphic design and 3D modeling - Attention to detail and precision in sculpting - Familiarity with CNC and laser technology Please provide a portfolio showcasing similar work.
I have high-resolution reference photos for four different smart door locks and will supply their exact real-life measurements once we start. Your task is to convert each product into a clean, accurate 3D asset that works flawlessly for both web-based 360° viewers and mobile AR “view-in-your-space” experiences. Key requirements • Model all four locks with the provided dimensions so that proportions match the physical products precisely. • Optimise geometry and textures for fast loading on typical e-commerce pages and in mobile AR (balanced polycount, efficient UVs, texture resolution tuned for web). • Deliver in the following formats: – GLB (Web / Android AR) – USDZ (iOS AR) – OBJ – Original 3ds Max project (.max) ...
I need a comprehensive architectural plan with 3D design for a traditional-style home. The house should have 5 or more rooms. Key Requirements: - Traditional architecture - 5 or more rooms Ideal Skills and Experience: - Expertise in traditional architectural design - Proficient in 3D modeling and rendering - Experience in creating detailed architectural plans
I'm looking for a skilled 3D animator to create a virtual model for streaming video game content. The model should be animated, and I have a very cl...animator to create a virtual model for streaming video game content. The model should be animated, and I have a very clear reference based on videos. Key Requirements: - Animated virtual model similar to TheBurntPeanut - Ability to mimic simple gestures, facial expressions, and chest and up motion - Provide videos as reference material Ideal Skills and Experience: - Proficiency in 3D animation and modeling - Experience in creating animated characters for streaming or gaming - Strong attention to detail and ability to follow reference videos accurately Please ensure that your portfolio includes similar work. Looking forward to ...
Key requirements include: - Familiarity with LLM integration for code completion -Biology experience (Neuroscience and Immunology a plus) -Not too much coding and LLM experience required but asking for a learner that is good at organizing thoughts and data and taking initiative -Willingness to have live chats at least every couple of weeks in English Ideal skills and experience: - Strong background in R -Experience with mathematical modeling -Experience with biological research - Prior experience using language models for coding tasks
...real estate fund environments (preferred) Debt-funded development projects and lender-style modeling 4. Information to Be Provided by Client The Client will provide available project details, including (where applicable): Asset type and concept design summary Plot area / GFA / mix / phasing Preliminary cost plan and timeline (if available) Commercial strategy (sell/lease, target pricing/rents) Proposed fund and financing structure (if available) 5. Proposal Submission Requirements Proposals should include the following: Company Profile & Relevant Experience Similar projects delivered (Saudi and/or GCC) Sample deliverables (sanitized) if available Methodology & Workplan Approach, modeling methodology, and timeline Key assumptions validation process ...
ob Title: Data Scientist Role Overview: We are seeking a Data Scientist to help us transform our CRM, Gradlynk, into a more intelligent, AI-driven platform. The role will focus on leveraging data to enhance student engagement, improve learning outcomes, and optimize operational efficiency across our edtech ecosystem. Key Responsibilities: -Collect, clean, and analyze data from Gradlynk and other sources to generate actionable insights. -Develop predictive models and machine learning algorithms to personalize student experiences and forecast performance trends. -Collaborate with IT, Product, and Operations teams to integrate AI-driven features into Gradlynk. -Translate complex data findings into clear recommendations for educators, administrators, and...
We are seeking an experienced Siemens NX automation specialist to develop a rule-driven parametric 3D model and reusable library for an EOT crane. The solution must allow an external backend to p...drawings Drawings must update automatically when model parameters change Deliverables Parametric NX assemblies and part files Structured parametric NX component library NX expressions and rule definitions Python automation scripts using NX Open Brief documentation explaining parameters, rules, library structure, and automation workflow Mandatory Skills Siemens NX (advanced level) NX parametric modeling and expressions NX Knowledge / rule-based design NX Open API using Python Experience creating reusable parametric NX libraries Mechanical design experience with industrial equipment or ...
...includes both editing and strategic platform management. This is not just basic editing — I need someone who understands branding, positioning, and growth strategy within the fashion niche. Main Responsibilities: • Edit short-form videos (runway, backstage, shoots) into engaging TikTok & YouTube Shorts content • Develop a clear monthly content strategy • Research trends relevant to fashion & modeling • Optimize posting schedule and captions • Improve reach, engagement, and audience growth • Repurpose existing content into viral formats • Track analytics and suggest improvements Required Experience: • Proven experience managing TikTok & YouTube accounts • Portfolio of fashion, luxury, or personal brand acco...
I'm looking for a creative individual who can design and create a 3D printed wheel. This wheel will display various mood indicators and can spin to show different options. Requirements: - Design a 3D printable mood indicator wheel - Ensure the wheel is functional and aesthetically pleasing - Provide a variety of mood indicators to display Ideal Skills: - Proficiency in 3D modeling and printing - Creativity in design - Attention to detail
I need a Tekla-proficient modeller who can build accurate structural steel models of industrial mezzanine floors for me on an ongoing, casual basis. Because I don’t have any existing drawings, every project will start from scratch: you will interpret my brief field measurements and concept sketches, then turn them into fully detailed Tekla Structures models ready for shop drawings and fabrication. Each model must clearly show: • Load-bearing specifications so my engineers can run their checks • Complete connection details suitable for fabrication and site erection • Correct material grades called up throughout the model I will review the .tekla file for completeness, clash-free connections, and compliance with Australian standards before sign-off. If the initia...
I'm seeking an experienced AutoCAD tutor to help me, a complete beginner, with face-to-face sessions. I need help in: - drawing and editing - 3D modeling - Advanced techniques and tools Ideal Skills and Experience: - Proficient in all AutoCAD areas - Experience in teaching and mentoring beginners - Ability to explain complex concepts simply - Patience and adaptability in a learning environment - Willingness to conduct face-to-face sessions(preferable) or online Looking forward to your bids!
I'm looking for a skilled 3D motion graphics artist who can create stunning visualizations for a product showcase. Requirements: - Create 3D models from scratch (we don't have any existing models or 2D designs). - High-quality, detailed motion graphics. - Experience in product visualization is a must. Ideal Skills: - Proficiency in 3D modeling software (e.g., Blender, Maya, Cinema 4D). - Strong eye for detail and aesthetics. - Ability to work within budget constraints. Please provide a portfolio showcasing similar work.
I would like to carry out modeling and simulation using MATLAB/Simulink for a system that includes: Implementation of an MPPT strategy for a doubly-fed synchronous wind generator using Backstepping control; Design and implementation of an intelligent MPPT control for the photovoltaic system; Modeling of an energy storage system associated with a resistive load; Connection to the grid and addition of a resistive load; Development of an intelligent system based on a neural network for supervision, energy management, and fault diagnosis. The work will be presented in the form of a report written in Microsoft Word, describing in detail the algorithms used, the analysis of the simulation results, and their interpretation. The final part, dedicated to the intelligent supervi...
I'm looking for a skilled Blender artist to create a realistic 3D model of a metal door. Requirements: - Modern flat design - Polished and shiny silver texture Ideal Skills: - Proficiency in Blender - Strong texturing and modeling skills - Experience with metallic surfaces Please provide samples of similar work.
...and contractor implementation. Scope of Work Exterior Facade Concept Design Develop a modern architectural façade Preferred material: Concrete-based design Proper paint scheme with coordinated accent colors Clean lines, balanced proportions, and contemporary styling Practical projections and shading elements Design must align with structural feasibility At least 2 concept options preferred. 3D Modeling & Visualization Accurate 3D model based on provided floor plan Realistic material finishes (concrete texture, paint, accents) High-quality exterior renders (minimum front view) Daylight realistic lighting and shadows Presentation-ready images Detailed Working Drawings (Mandatory) The freelancer must provide execution-level drawings including: Front & side elevation...
I need a 3D model created from a 2D floorplan. The model should depict the basic structure, with the kitchen highlighted. Requirements: - 3D modeling skills - Experience with floorplan transformation - Proficiency in OBJ, STL, or FBX formats Ideal Skills: - Attention to detail - Architectural knowledge - Software proficiency (e.g., SketchUp, Blender)
I need an experienced 3D modeler and mechanic to create a prototype of a 3D mechanical hand. This hand will be part of a full arm sleeve integrated with over 25 sensors. Requirements: - 3D mechanical hand that can integrate with a sensor-laden arm sleeve - Ability to customize based on specific needs Ideal Skills & Experience: - Proficiency in 3D modeling software - Mechanical engineering background - Experience with sensor integration - Strong problem-solving skills Please provide examples of similar work done.
I need an LLM to assist with code completion in R, specifically for mathematical modeling tasks. Key requirements include: - Familiarity with LLM integration for code completion -Biology experience -Not too much coding and LLM experience required but asking for a learner that is good at organizing thoughts and data and taking initiative Ideal skills and experience: - Strong background in R -experience with mathematical modeling -experience with biological research - Prior experience using language models for coding tasks
I’m refreshing the end-to-end experience of an energy-focused investment platform and need a UX/UI specialist who can turn complex market data into an interface that keeps professionals actively engaged. Our core metric is user engagement, so the screens must invite exploration rather than just present information. Here’s what matters most to me: • Interactive charts and graphs that let users slice, drill, and compare assets without leaving the main flow. • Personalized dashboards that remember preferences, surface relevant news, and highlight portfolio movements the moment someone logs in. • A look and feel that stays firmly corporate and professional—clean lines, measured colour accents, and typography that holds up in boardroom presentations....
Here are 11 practical and effective tips that will enable you to become a machine learning expert.
Data science is the art of transforming raw data into actionable insights and recommendations.