Thiruvananthapuram, Kerala, India
Information Technology
Full-Time
Antal International
Overview
What you'll do:
- Lead ML model lifecycle, from research and experiments to implementation and deployment.
- Build and deploy deep learning models on GCP and edge devices , ensuring real-time inference.
- Combine multiple sensor inputs into powerful multi-modal ML models.
- Implement and refine CNNs, Vision Transformers(ViT) , and other architectures.
- Design sensor-fusion methods for better perception and decision-making.
- Optimize inference for low-latency , efficient production use.
- Work closely with software and hardware teams to bring AI into mission-critical systems .
- Create and scale pipelines for training, validating, and improving models .
- Ensure your models are robust, interpretable, and secure.
What you ll bring:
-
Deep expertise in TensorFlow and PyTorch - .Hands-on experience with CNNs, ViTs, and DL architectures
- .Experience with multi-modal ML and sensor fusion
- .Cloud deployment skills- GCP preferred
- .Edge AI know-how (NVIDIA Jetson, TensorRT, OpenVINO)
- .Proficiency in quantization, pruning, and real-time model optimization
- .Solid computer vision and object detection experience
- .Ability to work with limited datasets (using VAEs or similar) to generate synthetic data , and experience with annotation and augmentation
- .Strong coding skills in Python and C++ , with high-performance computing expertise
.Nice to have
- :2-6 years of relevant experience
- .MLOps experience- CI/CD, model versioning, monitoring
- .Knowledge of reinforcement learning
- .Experience in working in fast-paced startup environments
- .Experience in AI for autonomy, robotics, or UAV systems
- .Knowledge of embedded systems and hardware acceleration for AI
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Email
info@antaltechjobs.in