Service Details

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AI & ML Development

About this Services

Improve Machine Learning algorithms by studying underfitting, overfitting, training, validation, n-fold cross validation, testing, and how hyperparameters could improve performance. Perform linear and logistic regressions in Python.

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1. 3D Printing Services

1.1 Prototyping

  • Rapid prototyping for product design validation and functional testing.
  • Creation of both low-fidelity and high-fidelity prototypes based on customer specifications.
  • 1.2 Custom 3D Printing

  • On-demand 3D printing of parts and products for industries like healthcare, automotive, and consumer goods.
  • Customization of prints based on user-submitted CAD files or in-house designs.
  • 1.3 Low-Volume Production

  • Small batch manufacturing for low-volume production runs using 3D printing technology.
  • Ideal for limited-edition products, custom tools, and spare parts.
  • 1.4 3D Scanning and Printing

  • Reverse engineering through 3D scanning of physical objects and replication using 3D printing techniques.
  • 1.5 Architectural Models

  • High-detail models for architectural visualizations, including scale models of buildings, landscapes, and urban environments.
  • 1.6 Models and Devices

  • Creation of anatomical models for education, training, and surgery preparation.
  • Custom medical devices and orthotics based on patient data.
  • 1.7 Jewelry and Art Production

  • High-precision 3D printing for custom jewelry, fine art, and decorative pieces.
  • 1.8 Education and Training

  • 3D printing services for educational institutions for research, student projects, and workshops.

2. 3D Printing Techniques

2.1 Fused Deposition Modeling (FDM)

  • Popular and affordable 3D printing technique for producing functional parts using thermoplastic materials like PLA, ABS, and PETG.
  • 2.2 Stereolithography (SLA)

  • High-resolution printing technique using liquid resin and UV lasers to create detailed and smooth surface finishes.
  • Ideal for intricate models, prototypes, and jewelry.
  • 2.3 Selective Laser Sintering (SLS)

  • Powder-based 3D printing technology using lasers to fuse small particles of polymer, metal, or ceramic powders.
  • Suitable for durable, functional prototypes and small production runs.
  • 2.4 Digital Light Processing (DLP)

  • Similar to SLA but uses a digital projector screen to flash entire layers at once, offering high-speed and precision printing.
  • 2.5 Multi Jet Fusion (MJF)

  • Advanced powder-based 3D printing process used for industrial-grade parts and high-quality prototypes with fine detail and mechanical strength.
  • 2.6 Direct Metal Laser Sintering (DMLS)

  • Metal 3D printing technique used to create parts directly from metal powders, ideal for aerospace, automotive, and medical implants.
  • 2.7 Binder Jetting

  • A method where a liquid binder is selectively deposited to join powder materials, enabling full-color and multi-material printing.
  • 2.8 PolyJet

  • Multi-material 3D printing technology that combines photopolymers and UV light, enabling full-color printing and soft-touch textures.
  • 2.9 Electron Beam Melting (EBM)

  • Metal 3D printing technique using electron beams to melt and fuse metal powders for high-performance parts, commonly used in aerospace.
  • 2.10 Laminated Object Manufacturing (LOM)

  • A 3D printing technique that bonds layers of material (paper, plastic, or metal) with adhesive and uses a laser to cut them into shape.

3. 3D Printing Tools and Equipment

3.1 3D Printers

  • Desktop 3D Printers: Compact and affordable FDM or SLA printers for personal or small business use.
  • Industrial 3D Printers: Large-scale printers capable of handling high-performance materials and large parts.
  • Metal 3D Printers: Specialized machines for direct metal printing using technologies like DMLS or EBM.
  • 3.2 3D Scanners

  • Handheld 3D Scanners: Portable devices used to capture the 3D geometry of physical objects for reverse engineering or replication.
  • Desktop 3D Scanners: Stationary devices for scanning smaller objects with high precision and detail.
  • 3.3 Finishing Tools

  • Sanding, painting, and polishing tools for post-processing of 3D printed parts to achieve smooth finishes and desired aesthetics.
  • 3.4 Laser Cutters

  • Machines used in combination with 3D printing to cut and engrave designs into materials like wood, metal, and acrylic.

4. 3D Printing Software

4.1 CAD (Computer-Aided Design) Software

  • AutoCAD: Industry-standard software for 3D modeling and design.
  • SolidWorks: Professional-grade CAD software for designing complex mechanical parts.
  • Fusion 360: Cloud-based 3D modeling and design software for engineers and product designers.
  • TinkerCAD: Easy-to-use, browser-based CAD software for beginners and educational purposes.
  • 4.2 Slicing Software

  • Ultimaker Cura: Open-source slicing software that converts 3D models into instructions for 3D printers.
  • PrusaSlicer: Advanced slicing software tailored for Prusa printers but compatible with other FDM printers.
  • PreForm: Software used for preparing files for SLA printers, specifically for Formlabs printers.
  • Simplify3D: Premium slicing software known for its precision, control, and optimization options.
  • 4.3 Simulation Software

  • Ansys: Engineering simulation software used to validate and optimize 3D printed parts for structural integrity and performance.
  • Autodesk Netfabb: Software for optimizing 3D printing workflows and running simulations to ensure print accuracy.

5. Technologies Used in 3D Printing

5.1 Additive Manufacturing

  • The core technology behind 3D printing, where objects are built by adding material layer by layer.
  • 5.2 Generative Design

  • An AI-driven design process where software generates optimized designs based on constraints and performance criteria, commonly used in conjunction with 3D printing.
  • 5.3 Topology Optimization

  • Technology used to optimize the layout of material within a given space for maximum strength and efficiency, frequently applied in 3D printed parts.
  • 5.4 Bioprinting

  • Advanced 3D printing technology that prints biological materials and cells to create tissues, organs, or medical implants.
  • 5.5 Hybrid Manufacturing

  • Combines traditional manufacturing techniques (like CNC machining) with 3D printing to create parts with complex geometries and high precision.

6. Types of 3D Prints

6.1 Functional Prototypes

  • 3D prints designed for functional testing, performance analysis, and iteration during product development.
  • 6.2 End-Use Parts

  • Final, production-quality parts created using durable materials and advanced 3D printing technologies such as SLS, DMLS, and MJF.
  • 6.3 Architectural Models

  • Detailed 3D-printed models for showcasing building designs and urban planning concepts in architectural projects.
  • 6.4 Artistic and Decorative Pieces

  • Custom 3D-printed sculptures, art pieces, jewelry, and decorative items tailored to individual specifications.
  • 6.5 Medical Models

  • 3D-printed anatomical models used for surgery planning, medical training, and custom prosthetics.
  • 6.6 Educational Models

  • 3D-printed objects used in classrooms for teaching complex concepts in subjects like biology, engineering, and architecture.
  • 6.7 Miniatures and Figurines

  • Highly detailed 3D-printed miniatures for board games, toys, and collectors.
  • 6.8 Automotive Parts

  • 3D-printed parts for automotive prototyping, custom car components, and spare parts for vintage or hard-to-source vehicles.

7. Materials Used in 3D Printing

7.1 Plastics and Polymers

  • PLA (Polylactic Acid): A biodegradable thermoplastic used in FDM printing, known for ease of use.
  • ABS (Acrylonitrile Butadiene Styrene): A strong, impact-resistant plastic used for durable prototypes and end-use parts.
  • PETG (Polyethylene Terephthalate Glycol): A durable, flexible material used for food-safe and high-impact applications.
  • 7.2 Resins

  • Standard Resins: Used in SLA and DLP printing for high-detail prototypes with smooth finishes.
  • Tough Resins: Durable resins designed for functional testing and end-use parts.
  • Dental Resins: Specially formulated for medical and dental applications like orthodontics and surgery guides.
  • 7.3 Metals

  • Stainless Steel: Metal powder used in DMLS for strong, corrosion-resistant parts.
  • Titanium: Lightweight and strong metal for aerospace, medical, and industrial applications.
  • Aluminum: Used for lightweight metal parts requiring high thermal conductivity.
  • 7.4 Composite Materials

  • Carbon Fiber Reinforced Filament: Lightweight, strong material used for high-performance applications.
  • Wood Filament: PLA-based filament infused with wood fibers for decorative and artistic prints.

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Application Areas

Manufacturing
Healthcare
Automobile
Banking
Real Estate
Logistics

Technologies That We Use

  • JavaScript
  • Python
  • Java
  • C/CPP
  • PHP
  • Swift
  • C# (C- Sharp)
  • Ruby
  • SQL
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