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21 hours ago
The AI/ML Engineer will be responsible for designing, developing, and optimizing advanced AI/ML models for computer vision, generative AI, Audio processing, predictive analysis, and NLP applications. The engineer must possess deep expertise in algorithm development and model deployment as production-ready products for naval applications.
The engineer will work closely with the Backend Engineer to integrate AI models via standard formats such as ONNX and TorchScript. They will also be responsible for maintaining reproducible pipelines using tools like MLFlow, DVC, and Weights & Biases.
Required Skills and Qualifications- Strong foundation in transformer-based architectures (e.g., BERT, GPT, LLaMA, mT5, NLLB)
- Hands-on experience with pretraining and fine-tuning methodologies such as Supervised Fine-Tuning (SFT), Instruction Tuning, Reinforcement Learning from Human Feedback (RLHF), and Parameter-Efficient Fine-Tuning (LoRA, QLoRA, Adapters)
- Proficiency in building multilingual and domain-specific translation systems using techniques like backtranslation, domain adaptation, and knowledge distillation
- Experience deploying models in production environments
- Collaborative team environment
- Opportunity to work on cutting-edge AI projects
- Professional growth and development opportunities
- Contribution to open-source AI projects
- Experience mentoring technical teams
- End-to-end ML pipeline development (data ingestion to model serving)
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