Cutshort logo
Ctruh cover picture
Founded :
2022
Type :
Product
Size :
20-100
Stage :
Bootstrapped

About

Ctruh is building the world’s first AI-powered Unified XR Commerce Studio, enabling brands to create immersive digital commerce experiences directly in the browser. The platform combines artificial intelligence with real-time 3D technology to transform how products are discovered, experienced, and purchased online.


Ctruh’s technology allows companies to instantly create virtual stores, AR try-ons, interactive 3D product pages, and mixed-reality marketing experiences without writing code or requiring specialized hardware. These experiences launch directly through a simple URL and work across web, mobile, and XR devices.


👥 About the Team

Ctruh is a deep-tech startup headquartered in Bengaluru and founded by Vinay Agastya. The team combines expertise across AI, XR, graphics engineering, and enterprise SaaS to build scalable infrastructure for immersive commerce.

Their mission is to democratize XR technology, making immersive digital experiences as easy to create as building a website.


🏆 Milestones

  • Founded in 2022
  • Built a no-code/low-code web-based 3D engine for XR experiences
  • Platform powered by VersaAI, enabling instant text-to-3D asset creation
  • Team of ~40+ employees globally
  • Achieved approximately $5M revenue in 2025
  • Growing community of 39K+ LinkedIn followers
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Tech stack

skill iconReact.js
skill iconNextJs (Next.js)
skill iconNodeJS (Node.js)
skill iconExpress
skill iconMongoDB

Company video

Ctruh's video section
Ctruh's video section

Candid answers by the company

What does Ctruh do?
What is the location preference of jobs?

Ctruh operates in the XR (Extended Reality) and immersive commerce space, offering an AI-powered platform that enables brands to create 3D, AR, and virtual shopping experiences directly in the browser without coding.

Company social profiles

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Jobs at Ctruh

Ctruh
at Ctruh
2 candid answers
1 video
Eman Khan
Posted by Eman Khan
Bengaluru (Bangalore)
4 - 7 yrs
₹15L - ₹30L / yr
skill iconNodeJS (Node.js)
skill iconExpress
skill iconReact.js
TypeScript
skill iconMongoDB

The Role

We’re looking for a Full Stack Engineer to build, scale, and maintain high-performance web applications for Ctruh’s technology platforms. This role involves working across the stack - frontend, backend, and infrastructure - using modern JavaScript-based technologies.

You’ll collaborate closely with product managers, designers, and cross-functional engineering teams to deliver scalable, secure, and user-centric solutions. This role is ideal for someone who enjoys end-to-end ownership, technical problem-solving, and working in a fast-paced startup environment.


What You’ll Own

Full Stack Development

  • Design, develop, test, and deploy robust and scalable web applications
  • Build and maintain server-side logic and microservices using Node.js, Express.js, and TypeScript
  • Contribute to frontend feature development and integration
  • Participate in feature planning, estimation, and execution

Backend & API Engineering

  • Design and develop RESTful APIs and backend services
  • Implement asynchronous workflows and scalable microservice architectures
  • Ensure performance, reliability, and security of backend systems
  • Implement authentication, authorization, and data protection best practices

Database Design & Optimization

  • Design and manage MongoDB schemas using Mongoose
  • Optimize queries and database performance for scale
  • Ensure data integrity and efficient data access patterns

Frontend Collaboration & Integration

  • Collaborate with frontend developers to integrate React components and APIs seamlessly
  • Ensure responsive, high-performing application behavior

System Design & Scalability

  • Contribute to system architecture and technical design discussions
  • Design scalable, maintainable, and future-ready solutions
  • Optimize applications for speed and scalability

Product & Cross-Functional Collaboration

  • Work closely with product and design teams to deliver high-quality features in rapid iterations
  • Participate in the full development lifecycle - from concept to deployment and maintenance

Code Quality & Best Practices

  • Write clean, testable, and maintainable code
  • Follow Git-based version control and code review best practices
  • Contribute to improving engineering standards and workflows


What We’re Looking For

Must-Haves

  • 4+ years of professional experience as a Full Stack Engineer or similar role
  • Strong proficiency in JavaScript and TypeScript
  • Hands-on experience with Node.js and Express.js
  • Solid understanding of MongoDB and Mongoose
  • Experience building and consuming RESTful APIs and microservices
  • Strong understanding of asynchronous programming patterns
  • Good grasp of system design principles and application architecture
  • Experience with Git and version control best practices
  • Bachelor’s degree in Computer Science, Engineering, or a related field

Good-to-Have / Preferred

  • Frontend development experience with React.js
  • Exposure to Three.js or similar 3D/visualization libraries
  • Experience with cloud platforms (AWS, GCP, Azure - EC2, S3, Lambda)
  • Knowledge of Docker and containerization workflows
  • Experience with testing frameworks (Jest, Mocha, etc.)
  • Familiarity with CI/CD pipelines and automated deployments

Tools You’ll Use

  • Backend: Node.js, Express.js, TypeScript
  • Frontend: React.js (preferred)
  • Database: MongoDB, Mongoose
  • Version Control: Git, GitHub / GitLab
  • Cloud & DevOps: AWS / GCP / Azure, Docker
  • Collaboration: Google Workspace, Notion, Slack

Key Metrics You’ll Own

  • Code quality, performance, and scalability
  • Timely delivery of features and releases
  • System reliability and reduction in production issues
  • Contribution to architectural improvements

Why Ctruh

  • Work on impactful, product-driven tech platforms
  • High-ownership role with end-to-end engineering exposure
  • Opportunity to work with modern technologies and evolving architectures
  • Collaborative startup culture with strong learning and growth opportunities

Compensation & Benefits

  • Competitive salary with performance-based incentives
  • Health insurance and wellness benefits
  • Continuous learning and professional development


The Ideal Candidate

You are someone who is:

  • Comfortable owning features end-to-end
  • Strong in backend fundamentals with a product mindset
  • Curious, proactive, and execution-focused
  • Motivated by building scalable, real-world systems


Read more
Ctruh
at Ctruh
2 candid answers
1 video
Eman Khan
Posted by Eman Khan
Bengaluru (Bangalore)
5 - 8 yrs
₹15L - ₹28L / yr
WebGL
OpenGL
ThreeJs (Three.js)
BabylonJS

Role Overview

We’re hiring a Senior Graphics Engineer who is passionate about 3D rendering and browser-based visual experiences. This is a hands-on WebGL/OpenGL role where you’ll own the rendering pipeline — from 3D asset ingestion to advanced shaders and real-time lighting.

You will build high-performance, photorealistic, and smooth 60fps experiences across devices, crafting custom rendering solutions that push the limits of WebGL.


What You’ll Build

3D Rendering & Visualization

  • Develop and optimize real-time 3D viewers running at 60fps across all devices
  • Implement advanced rendering: PBR, IBL, shadows, reflections
  • Create custom shaders for metals, glass, fabrics, transparency, and complex materials
  • Build dynamic lighting systems for photorealism
  • Implement AR placement and real-world environmental rendering
  • Add post-processing effects: bloom, AO, depth of field, color grading
  • Build interactive 3D configurators with real-time customization

Performance Optimization

  • Optimize 3D asset loading for near-instant initial render
  • Implement LOD systems, shader optimization, and efficient resource usage
  • Use compression pipelines: geometry, textures, KTX2/Basis
  • Implement frustum & occlusion culling, instancing, and batching
  • Profile GPU memory, draw calls, and shader performance
  • Build adaptive quality settings based on device capabilities

3D Asset Pipeline & Tools

  • Build loaders/parsers for glTF, USDZ, OBJ, FBX
  • Implement asset optimization: UV mapping, normal maps, texture atlasing
  • Create mesh-processing tools: decimation, smoothing, tangents
  • Build progressive loading, caching, and streaming systems
  • Develop debugging and visualization tools for asset inspection

Interactive Controls & UI Features

  • Implement camera systems: orbit, pan, zoom, animated transitions
  • Build gestures for mobile: pinch, rotate, drag
  • Create 360° product viewers with fluid interactions
  • Add hotspots, annotations, measurement tools, and view presets
  • Enable screenshot and recording functionalities

WebXR & AR Experiences

  • Implement WebXR VR/AR experiences directly inside browsers
  • Build AR Quick Look integration for iOS
  • Integrate AR.js / 8th Wall for seamless web AR
  • Implement environment lighting estimation and hit testing
  • Build cross-platform AR for iOS + Android

Graphics Systems Architecture

  • Architect custom WebGL rendering solutions from scratch
  • Build material/shader libraries and rendering modules
  • Create scene graph management systems
  • Build modular systems with reusable rendering utilities
  • Design APIs for frontend integration and customization


Technical Stack

Graphics & Rendering

  • WebGL 1.0/2.0, OpenGL ES, GLSL
  • 3D formats: glTF 2.0, USDZ, OBJ, FBX, Collada
  • Tools: Blender, RenderDoc, Spector.js
  • Texture tools: Sharp, ImageMagick, compression utilities

Frontend & Web

  • JavaScript / TypeScript
  • React, Next.js, familiarity with Vue
  • Webpack, Vite, Rollup
  • Jest, Cypress

Performance

  • Chrome DevTools, WebGL Inspector, GPU profilers
  • Draco, meshoptimizer, KTX2/Basis
  • Cloudflare, AWS CloudFront

Collaboration

  • Git/GitHub
  • Technical documentation: shaders, specs, APIs


What We’re Looking For

Must-Haves

  • 5–8+ years in graphics programming with deep WebGL/OpenGL knowledge
  • Strong understanding of the full rendering pipeline
  • Expert in GLSL: vertex, fragment, compute shaders
  • Mastery of PBR, material systems, and physically accurate lighting
  • Proven experience building high-performance 3D web apps
  • Strong JavaScript/TypeScript skills
  • Solid understanding of 3D math: matrices, vectors, quaternions
  • Experience with 3D formats, UV mapping, texture workflows
  • Ability to debug GPU issues and optimize across browsers/devices
  • Ability to build custom WebGL engines from scratch

Highly Desirable

  • Experience with Three.js/Babylon.js (plus, not required)
  • E-commerce and 3D configurator experience
  • WebXR development experience
  • Strong mobile optimization knowledge
  • Experience with GPU compute, GPGPU
  • Familiarity with Unity/Unreal internals
  • Background in advanced rendering research
  • Knowledge of ray tracing, path tracing
  • Experience with photogrammetry or 3D scanning
  • Open-source graphics contributions

Technical Challenges You’ll Tackle

  • Achieving photorealistic 60fps rendering on mobile browsers
  • Sub-second loading for complex 3D models
  • Realistic shaders for different materials (jewelry, fabric, metal, glass)
  • Adaptive rendering across low-end to high-end devices
  • Seamless AR blending of virtual + real environments
  • Managing thousands of product SKUs with diverse materials
  • Debugging GPU issues across browsers, devices, and GPU vendors


Why Join Ctruh

  • Pure graphics engineering — not generic frontend work
  • Solve deep rendering challenges that push WebGL limits
  • Create visually stunning work seen by millions
  • Work with modern WebGL 2.0 capabilities
  • Freedom to experiment with advanced graphic techniques
  • High-performance engineering culture
  • Your rendering work directly influences customer engagement
  • Access to high-end GPUs, devices, and graphics tools
  • Backed by NVIDIA, Microsoft, Google


Location & Work Culture

  • Bengaluru (HSR Layout)
  • 6 days a week (5 days-in-office, Saturdays WFH)
  • Culture: performance-focused, graphics craftsmanship, high attention to detail
  • Small, senior engineering team with deep expertise
  • Access to GPUs, testing devices, and 3D tools


Ideal Candidate Profile

You think in shaders and understand the rendering pipeline end-to-end. You’ve built custom rendering systems without relying on frameworks. You’re fluent in transformation matrices, BRDFs, tangent spaces, and GPU memory patterns. You ship production-quality 3D experiences, optimize relentlessly, and care deeply about visual craft, performance, and engineering precision.

Read more
Ctruh
at Ctruh
2 candid answers
1 video
Eman Khan
Posted by Eman Khan
Bengaluru (Bangalore)
5 - 8 yrs
₹15L - ₹30L / yr
Computer Vision
Generative AI
PyTorch
TensorFlow
Huggingface

The Role

We’re hiring a Senior AI/ML Engineer with deep expertise in computer vision, generative AI, and production-grade ML systems. This is a 100% hands-on individual contributor role where you will build the AI engines behind the platform — automated image processing, generative content creation, intelligent workflows, and large-scale ML pipelines.

You will work across computer vision, generative models, automation, and ML infrastructure to deliver production-ready AI systems.


What You’ll Build

1. Computer Vision & Image Understanding

  • Product image analysis, object detection, and segmentation
  • Automated background removal, image enhancement, and preprocessing
  • Classification, attribute extraction, and visual search systems
  • Quality assessment and edge-case detection models
  • Depth estimation and scene understanding from 2D images
  • Real-time object detection for AR try-on
  • Multi-view image analysis and camera pose estimation

2. Generative AI & Content Creation

  • Fine-tune generative models for visual and marketing asset creation
  • Build text-to-image and image-to-image model pipelines
  • Generate AI-based product descriptions, tags, and metadata
  • Work with diffusion models, GANs, and transformer architectures
  • Develop texture generation, style transfer, and image editing tools
  • Build synthetic data generation pipelines
  • Experiment with the latest foundation models and diffusion techniques

3. Intelligent Automation & ML Systems

  • Build end-to-end automation pipelines for large-scale product catalog processing
  • Develop recommendation and personalization models
  • Implement automated workflows for quality control, moderation, and validation
  • Build predictive models for engagement and conversion
  • Implement anomaly detection and platform monitoring
  • Design continuous learning and self-improving systems

4. Production ML Infrastructure

  • Deploy and optimize ML models on AWS
  • Build scalable inference pipelines with low latency and high throughput
  • Implement model versioning, A/B testing, and CI/CD for ML
  • Create data pipelines for annotation, augmentation, and quality control
  • Optimize models for speed, efficiency, and cost
  • Build monitoring systems for model drift, quality, and performance
  • Develop APIs and microservices for ML model serving

5. Research & Innovation

  • Explore the latest AI/ML trends and emerging models
  • Prototype rapidly using state-of-the-art models such as GPT-4V, Diffusion, and SAM
  • Integrate open-source tools into the production stack
  • Run feasibility experiments and influence model architecture decisions
  • Document learnings and share insights internally


Technical Stack

AI / ML Frameworks

  • PyTorch, TensorFlow, Hugging Face
  • OpenCV, YOLO, Detectron2
  • Stable Diffusion, ControlNet, Diffusers
  • scikit-learn, XGBoost

Deployment & Infrastructure

  • FastAPI, ONNX, TorchScript, TensorRT
  • AWS services including SageMaker, Lambda, EC2, and S3
  • Docker and Kubernetes
  • PostgreSQL, Redis, MongoDB, Pinecone

Languages & APIs

  • Python (primary)
  • JavaScript / Node.js (working knowledge)
  • REST, GraphQL, WebSocket APIs

Nice to Have (3D / Graphics)

  • Understanding of rendering pipelines
  • Familiarity with glTF or USDZ formats
  • Experience with Three.js or Unity / Unreal


What We’re Looking For

Must-Haves

  • 5–8+ years of experience in AI/ML with a strong computer vision background
  • Deep expertise in PyTorch or TensorFlow
  • Experience deploying production ML systems
  • Strong understanding of CNNs, transformers, detection, and segmentation models
  • Hands-on experience with diffusion models or GANs
  • Strong Python skills and ML system design experience
  • Cloud experience with AWS, GCP, or Azure
  • Proven track record of shipping ML-powered products
  • Passion for experimenting with emerging AI models

Highly Desirable

  • Experience in e-commerce, retail imaging, or content pipelines
  • Background in automation and intelligent workflow systems
  • Experience with recommendation or personalization systems
  • Familiarity with multimodal models combining vision and language
  • Experience with neural rendering or 3D generation
  • Open-source contributions or research publications
  • Experience optimizing real-time inference
  • Strong understanding of MLOps practices
  • Ability to build end-to-end ML-driven product features


Problems You’ll Solve

  • Automating large-scale product image processing
  • Generating high-quality product visuals at scale
  • Extracting structured attributes from image datasets
  • Reducing manual processes through intelligent automation
  • Optimizing inference speed and infrastructure cost
  • Personalizing user experiences using ML
  • Monitoring and evaluating ML models reliably in production


Why Ctruh

  • Work across computer vision, generative AI, automation, and NLP
  • Use cutting-edge models and a modern AI stack
  • High-impact role influencing millions of shoppers
  • Culture focused on experimentation and rapid iteration
  • Strong learning environment with research exposure
  • Small engineering team with high ownership and visibility
  • Supported by Microsoft, NVIDIA, Google, and AWS


Location & Culture

  • Location: Bengaluru
  • Schedule: 6 days a week (5 days in office, Saturdays work-from-home)
  • Culture: Fast-paced, experimentation-driven, and execution-focused
  • Team: Highly skilled engineers focused on impact
  • Resources: GPU compute, modern tooling, and research access


The Ideal Candidate

You are an AI builder who enjoys experimenting and shipping real systems. You have worked with diffusion models, vision transformers, SAM, GPT-4 Vision, and similar technologies. You are comfortable switching between computer vision, generative models, automation systems, and production ML pipelines.

You care about impact — building models that improve real product experiences. You move quickly, choose the right tools for the problem, prototype rapidly, and optimize systems for production reliability.

You thrive in environments where you can innovate continuously and own AI systems end-to-end.

Read more
Ctruh
at Ctruh
2 candid answers
1 video
Eman Khan
Posted by Eman Khan
Bengaluru (Bangalore)
5 - 7 yrs
₹15L - ₹27L / yr
skill iconReact.js
TypeScript
skill iconNextJs (Next.js)
skill iconHTML/CSS

Role Overview

We’re hiring a Senior Frontend Engineer with 5+ years of experience to build high-performance, scalable, and visually refined web applications. This is a hands-on engineering role focused on architecture, performance, and crafting exceptional user experiences across modern browsers and devices.

You will work closely with design, product, and backend teams to build robust frontend systems, define engineering standards, and ship production-grade features that scale.


What You’ll Build

1. Frontend Architecture & Development

  • Build scalable, modular frontend applications using modern JavaScript frameworks
  • Architect component-driven UI systems and reusable design libraries
  • Implement robust state management and data flow patterns
  • Develop responsive, cross-browser experiences with high usability
  • Collaborate with backend teams to design API contracts and integrations

2. Performance & Optimization

  • Optimize applications for speed, scalability, and accessibility
  • Improve Core Web Vitals and page load performance
  • Implement code splitting, lazy loading, caching, and asset optimization
  • Diagnose and resolve performance bottlenecks in production environments
  • Ensure smooth user experiences across low-end to high-end devices

3. UI Engineering & Design Systems

  • Build and maintain scalable design systems and component libraries
  • Translate Figma or design specifications into pixel-perfect interfaces
  • Implement accessibility standards (WCAG) and responsive layouts
  • Maintain visual consistency across products and platforms

4. Frontend Platform & Tooling

  • Improve build systems, CI/CD pipelines, and developer tooling
  • Implement testing strategies including unit, integration, and end-to-end testing
  • Establish coding standards, linting rules, and documentation practices
  • Support deployment workflows and release management

5. Collaboration & Leadership

  • Mentor junior engineers and conduct technical reviews
  • Work with product and UX teams to shape user-facing features
  • Contribute to technical decision-making and roadmap planning
  • Advocate for performance, maintainability, and user-centric design


Technical Stack

Frontend

  • JavaScript / TypeScript
  • React, Next.js (or similar modern frameworks)
  • HTML5, CSS3, Tailwind or CSS Modules
  • State management libraries such as Redux, Zustand, or similar

Tooling & Platforms

  • Webpack, Vite, Rollup
  • Git-based workflows
  • Testing frameworks such as Jest, Cypress, Playwright
  • REST APIs and GraphQL

Performance & Quality

  • Chrome DevTools and performance profiling
  • Accessibility tools and audits
  • CI/CD pipelines and monitoring tools


What We’re Looking For

Must-Haves

  • 5+ years of experience in frontend engineering
  • Strong expertise in JavaScript or TypeScript and modern frameworks
  • Experience building scalable frontend architecture from scratch
  • Deep understanding of browser rendering, performance, and optimization
  • Strong grasp of responsive design and accessibility best practices
  • Experience integrating APIs and working closely with backend teams
  • Ability to write clean, maintainable, and production-ready code

Highly Desirable

  • Experience building design systems or UI platforms
  • Familiarity with SSR or SSG and performance-driven architectures
  • Experience with micro-frontends or large-scale frontend systems
  • Exposure to cloud deployment workflows and frontend observability
  • Product-focused mindset with strong UX understanding


Technical Challenges You’ll Tackle

  • Scaling frontend architecture for complex applications
  • Maintaining performance across devices and network conditions
  • Designing reusable UI systems across multiple products
  • Improving developer productivity and build pipelines
  • Ensuring accessibility and usability at scale


Why Join Ctruh

  • Work on product-focused engineering, not just UI implementation
  • Build systems that directly impact customer experience and engagement
  • Ownership of architecture, performance, and engineering standards
  • Small, high-caliber engineering team with strong technical depth
  • Freedom to experiment and influence product direction


Location & Work Culture

  • Work from office: HSR Layout, Bengaluru
  • 6-day work week (5 days in office, Saturdays work-from-home)
  • High-performance engineering culture
  • Fast decision-making environment with strong ownership mindset


Ideal Candidate Profile

  • You think in systems, not just components. You care about performance, scalability, and user experience equally.
  • You have built production-grade frontend applications, improved engineering standards, and mentored teams.
  • You write maintainable code, challenge assumptions, and take ownership of the user journey end-to-end.
Read more
Ctruh
at Ctruh
2 candid answers
1 video
Eman Khan
Posted by Eman Khan
Bengaluru (Bangalore)
4.5 - 7 yrs
₹15L - ₹30L / yr
skill iconNodeJS (Node.js)
skill iconExpress
skill iconMongoDB
TypeScript

Ctruh is looking for a deeply technical, hands-on Senior Backend Engineer - someone who can architect systems in the morning, write production-grade code in the afternoon, and scale infrastructure to power millions of 3D and XR experiences.


You will own the entire backend ecosystem: architecture, APIs, databases, infrastructure, performance, and reliability. This is not an oversight or management-only position - it is a builder’s role where you design, code, deploy, and optimize mission-critical systems.

You will make foundational decisions, build distributed systems that handle massive 3D processing workloads, and lead backend engineering direction as the platform scales globally.


What You’ll Build

1. System Architecture & Design

  • Architect highly scalable backend systems from the ground up
  • Define technology choices: frameworks, databases, queues, caching layers
  • Evaluate microservices vs monoliths based on product stage
  • Design REST, GraphQL, and real-time WebSocket APIs
  • Build event-driven systems for asynchronous processing
  • Architect multi-tenant systems with strict data isolation
  • Maintain architectural documentation and technical specifications

2. Core Backend Services

  • Build high-performance APIs for 3D content, XR experiences, analytics, and user interactions
  • Create 3D asset processing pipelines for uploads, conversions, and optimization
  • Develop distributed job workers for CPU/GPU-intensive tasks
  • Build authentication and authorization systems (RBAC)
  • Implement billing, subscription, and usage metering
  • Build secure webhook systems and third-party integration APIs
  • Create real-time collaboration features via WebSockets or SSE

3. Data Architecture & Databases

  • Design scalable schemas for 3D metadata, XR sessions, and analytics
  • Model complex product catalogs with variants and hierarchies
  • Implement Redis-based caching strategies
  • Build search and indexing systems (Elasticsearch, Algolia)
  • Architect ETL pipelines and data warehouses
  • Implement sharding, partitioning, and replication strategies
  • Design backup, restore, and disaster recovery workflows

4. Scalability & Performance

  • Build systems designed for 10x–100x traffic growth
  • Implement load balancing, autoscaling, and distributed processing
  • Optimize API response times and database performance
  • Implement global CDN delivery for heavy 3D assets
  • Build rate limiting, throttling, and backpressure mechanisms
  • Optimize storage and retrieval of large 3D files
  • Profile and improve CPU, memory, and network performance

5. Infrastructure & DevOps

  • Architect AWS infrastructure (EC2, S3, Lambda, RDS, ElastiCache)
  • Build CI/CD pipelines for automated deployments and rollbacks
  • Use Infrastructure-as-Code tools (Terraform, CloudFormation)
  • Set up monitoring, logging, and alerting systems
  • Use Docker and Kubernetes for container orchestration
  • Implement security best practices for data, networks, and secrets
  • Define disaster recovery and business continuity plans

6. Integration & APIs

  • Build integrations with Shopify, WooCommerce, Magento
  • Design webhook systems for real-time events
  • Build SDKs, client libraries, and developer tools
  • Integrate payment gateways (Stripe, Razorpay)
  • Implement SSO and OAuth for enterprise customers
  • Define API versioning and lifecycle/deprecation strategies

7. Data Processing & Analytics

  • Build analytics pipelines for engagement, conversions, and XR performance
  • Process high-volume event streams at scale
  • Build data warehouses for BI and reporting
  • Develop real-time dashboards and insights systems
  • Implement analytics export pipelines and integrations
  • Enable A/B testing and experimentation frameworks
  • Build personalization and recommendation systems


Technical Stack

Backend Languages & Frameworks

  • Primary: Node.js (Express, NestJS), Python (FastAPI, Django)
  • Secondary: Go, Java/Kotlin (Spring)
  • APIs: REST, GraphQL, gRPC

Databases & Storage

  • SQL: PostgreSQL, MySQL
  • NoSQL: MongoDB, DynamoDB
  • Caching: Redis, Memcached
  • Search: Elasticsearch, Algolia
  • Storage/CDN: AWS S3, CloudFront
  • Queues: Kafka, RabbitMQ, AWS SQS

Cloud & Infrastructure

  • Cloud: AWS (primary), GCP/Azure (nice to have)
  • Compute: EC2, Lambda, ECS, EKS
  • Infrastructure: Terraform, CloudFormation
  • CI/CD: GitHub Actions, Jenkins, CircleCI
  • Containers: Docker, Kubernetes

Monitoring & Operations

  • Monitoring: Datadog, New Relic, CloudWatch
  • Logging: ELK Stack, CloudWatch Logs
  • Error Tracking: Sentry, Rollbar
  • APM tools

Security & Authentication

  • Authentication: JWT, OAuth 2.0, SAML
  • Secrets Management: AWS Secrets Manager, Vault
  • Security: Encryption at rest and in transit, TLS/SSL, IAM


What We’re Looking For

Must-Haves

  • 5+ years of backend engineering experience with strong system design expertise
  • Experience building scalable systems from scratch
  • Expert-level proficiency in at least one backend stack (Node, Python, Go, or Java)
  • Deep understanding of distributed systems and microservices
  • Strong SQL and NoSQL design skills with performance optimization
  • Hands-on AWS cloud experience
  • Ability to write high-quality production code daily
  • Experience building and scaling RESTful APIs
  • Strong understanding of caching, sharding, and horizontal scaling
  • Solid security and best-practice implementation experience
  • Proven leadership and mentoring capability

Highly Desirable

  • Experience with large file processing such as 3D, video, or images
  • Background in SaaS, multi-tenancy, or e-commerce
  • Experience with real-time systems such as WebSockets or streams
  • Knowledge of ML or AI infrastructure
  • Experience with high-availability systems and disaster recovery planning
  • Familiarity with GraphQL, gRPC, and event-driven architectures
  • DevOps or infrastructure engineering background
  • Experience with XR, AR, or VR backend systems
  • Open-source contributions or technical writing
  • Prior senior technical leadership experience


Technical Challenges You’ll Solve

  • Designing large-scale 3D asset processing pipelines
  • Serving XR content globally with ultra-low latency
  • Scaling from thousands to millions of daily requests
  • Efficiently handling CPU/GPU-heavy workloads
  • Architecting multi-tenancy with complete data isolation
  • Managing billions of analytics events at scale
  • Building future-proof APIs with backward compatibility


Why Ctruh

  • Architectural Ownership: Build foundational systems from scratch
  • Deep Technical Work: Solve distributed systems and scaling challenges
  • Hands-On Impact: Design and code mission-critical infrastructure
  • Diverse Problems: APIs, infrastructure, data, ML, XR, asset processing
  • Massive Scale Opportunity: Build systems for exponential growth
  • Modern stack and best practices
  • Product Impact: Your architecture directly powers millions of users
  • Leadership Opportunity: Shape engineering culture and direction
  • Learning Environment: Stay at the forefront of backend engineering
  • Backed by AWS, Microsoft, and Google


Location & Work Culture

  • Location: Bengaluru
  • Schedule: 6 days a week (5 days in office, Saturdays WFH)
  • Culture: Builder mindset, strong ownership, technical excellence
  • Team: Small, highly skilled backend and infrastructure team
  • Resources: AWS credits, latest tooling, learning budget


The Ideal Candidate

  • You are a backend engineer first and architect second - someone who still enjoys writing code, debugging complex issues, and solving scaling problems hands-on.
  • You have built systems from the ground up and experienced the challenges that come with scaling them. You think in systems, evaluate trade-offs clearly, and design architectures that are practical, resilient, and future-proof.
  • You are comfortable discussing microservices vs monoliths, choosing the right database for a use case, designing APIs, and introducing caching or queues when appropriate. You have made architectural decisions, optimized them later, and learned from the process.
  • You stay close to the code. You pair program, review pull requests, jump into production incidents, and ship features alongside your team. You enjoy designing high-level architecture and then implementing the most critical components yourself.
  • You balance ambition with pragmatism. You know when to use managed services, when to build custom solutions, and how to ship iteratively while maintaining system stability.
  • Most importantly, you are a builder - someone excited to architect the backend foundations of a fast-growing XR platform, optimize performance for massive 3D workloads, and design infrastructure that supports global, real-time immersive experiences.
Read more
Ctruh
at Ctruh
2 candid answers
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Anusha Venkatesh
Posted by Anusha Venkatesh
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The recruiter has not been active on this job recently. You may apply but please expect a delayed response.

Bengaluru (Bangalore)
3 - 5 yrs
₹10L - ₹15L / yr (ESOP available)
Blender

Job Summary:


We are looking for a talented Senior 3D Designer to join our team. The ideal candidate must demonstrate strong artistic and storytelling ability and possess foundational knowledge of processes, tools, and building blocks of XR – AR/VR, Metaverse. They must also have experience in end-to-end modeling, UV unwrapping, texturing and rendering. The candidate should be proficient in a variety of digital 2D and 3D software programs such as Photoshop, Illustrator, Maya, Blender, etc. This is a great opportunity for someone who is passionate about designing photo-realistic virtual worlds and has 3-5 years of experience as a concept artist or graphic designer.


Responsibilities:


  • Create avatar concepts, assets, world-building, materials and texture definition, and environments for photo-realistic virtual worlds
  • Use traditional tools and technology to create designs in 2D/3D
  • Collaborate with team members and work to a brief by understanding creative briefs, then considering elements such as context, timescales, and creative constraints when solving tasks
  • Demonstrate an understanding of technical art production and end-to-end modeling, UV unwrapping, texturing, and rendering
  • Develop assets and designs in line with project requirements and timelines
  • Ensure all designs are optimized for performance and meet project requirements
  • Keep up-to-date with industry trends and emerging technologies


Requirements:


  • A portfolio of work demonstrating strong artistic and storytelling ability
  • Foundational knowledge of processes, tools, and building blocks of XR – AR/VR, Metaverse
  • Excellent sketching abilities for rough conceptualization
  • Proficient in a variety of digital 2D and 3D software programs (not limited to Photoshop, Illustrator, Maya, Blender, etc.)
  • Ability to work independently and as part of a team
  • Strong communication and interpersonal skills
  • Ability to manage multiple projects and meet tight deadlines
  • 3 - 5 years of experience as a concept artist or graphic designer preferred


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