Senior AI/ML Engineer

Description :

Role : Senior AI/ML Engineer - Computer Vision & Generative AI

Company : Ctruh

The Role :

Were 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 youll build the AI engines behind our platform - automated image processing, generative content creation, intelligent workflows, and large-scale ML pipelines.

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

What Youll Build :

1. Computer Vision & Image Understanding :

- Product image analysis, object detection, segmentation

- Automated background removal, image enhancement, 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

- Text-to-image and image-to-image model pipelines

- AI-generated product descriptions, tags, and metadata

- Work with diffusion models, GANs, transformers

- Texture generation, style transfer, image editing tools

- Synthetic data generation pipelines

- Experiment with the latest foundation models and diffusion techniques

3. Intelligent Automation & ML Systems :

- End-to-end automation for large-scale product catalog processing

- Recommendation and personalization models

- Automated workflows for QC, moderation, and validation

- Predictive models for engagement and conversion

- Anomaly detection and platform monitoring

- Continuous learning and self-improving systems

4. Production ML Infrastructure :

- Deploy/optimize ML models on AWS

- Build scalable inference pipelines (low latency, high throughput)

- Implement model versioning, A/B testing, CI/CD for ML

- Data pipelines for annotation, augmentation, and quality control

- Optimize models for speed, efficiency, and cost

- Monitoring systems for drift, quality, and performance

- APIs/microservices for ML model serving

5. Research & Innovation :

- Explore latest AI/ML trends and cutting-edge models

- Prototype quickly with state-of-the-art models (GPT-4V, Diffusion, SAM, etc.)

- Integrate open-source tools into our production stack

- Run feasibility experiments and contribute to model architecture decisions

- Document learnings and share insights internally

Technical Stack :

1. AI/ML Frameworks :

- PyTorch, TensorFlow, Hugging Face

- OpenCV, YOLO, Detectron2

- Stable Diffusion, ControlNet, Diffusers

- Scikit-learn, XGBoost

2. Deployment & Infrastructure :

- FastAPI, ONNX, TorchScript, TensorRT

- AWS (SageMaker, Lambda, EC2, S3)

- Docker, Kubernetes

- PostgreSQL, Redis, MongoDB, Pinecone

3. Languages & APIs :

- Python (primary), JavaScript/Node.js (working knowledge)

- REST, GraphQL, WebSocket

4. Nice to Have (3D/Graphics) :

- Understanding of rendering pipelines

- Familiarity with glTF/USDZ

- Experience with Three.js or Unity/Unreal

What Were Looking For :

1. Must-Haves :

- 5 - 8+ years experience in AI/ML, strong computer vision background

- Deep expertise in PyTorch/TensorFlow

- Production ML deployment experience

- Strong understanding of CNNs, transformers, detection, segmentation

- Hands-on experience with diffusion models or GANs

- Strong Python skills and ML system design

- Cloud experience (AWS/GCP/Azure)

- Proven record of shipping ML products

- Passion for experimenting with new AI models

2. Highly Desirable :

- Experience in e-commerce/retail imaging or content pipelines

- Background in automation and intelligent workflow systems

- Recommendation/personalization experience

- Familiarity with multimodal models (vision + language)

- Experience with neural rendering or 3D generation

- Open-source contributions or research publications

- Real-time inference optimization

- Strong MLOps understanding

- Ability to build end-to-end ML-driven features

Problems Youll Solve :

- Automating large-scale product image processing

- Generating high-quality product visuals at scale

- Extracting structured attributes from image datasets

- Reducing manual processes with intelligent automation

- Optimizing inference speed and cost

- Personalizing user experiences with ML

- Monitoring and evaluating models reliably in production

Why Ctruh :

- Work across CV + GenAI + Automation + NLP

- Cutting-edge models and modern AI stack

- High-impact role influencing millions of shoppers

- Culture of experimentation and rapid iteration

- Strong learning environment and research access

- Small team - high visibility, big ownership

- Supported by Microsoft, NVIDIA, Google, AWS

Location & Culture :

Location : Bengaluru

Schedule : 6 days a week, (5 days-in-office, Saturdays WFH)

Culture : Fast-paced, experimentation-driven, shipping mindset

Team : Highly skilled engineers focused on impact

Resources : GPU compute, tools, research access

- Significant stock options (4-year vesting)

- Performance-based bonuses

The Ideal Candidate :

Youre an AI builder who loves experimenting and shipping. Youve worked with diffusion models, vision transformers, SAM, GPT-4 Vision, and more. You enjoy switching between computer vision, generative models, automation, and production ML.

You care about impact - delivering models that actually improve product experiences. You move fast, choose the right tools, prototype quickly, and optimize for production. You thrive in environments where you can innovate daily and own systems end-to-end.

To Apply :

Please include the following :

- Your updated resume/CV, including links to your GitHub, portfolio, or relevant work

- Samples or demos of AI/ML projects you have built

- Links to any publications, technical blogs, or open-source contributions

- A short note describing your most interesting ML project and why youre excited about the opportunity at Ctruh