Machine Learning Engineer
3 days ago
Domain Focus : Defence Technology & Naval Applications
About Us :
At Crimson Energy Experts Pvt. Ltd., we are developing advanced defence-grade software systems to strengthen the future of Indias naval and maritime operations. Our projects focus on Defence Technology, Artificial Intelligence, and Advanced Analytics, with a mission to empower the Indian Navy through next-generation NLP, AI, and data-driven decision-making.
We are looking for an NLP Expert with deep expertise in Hugging Face Transformers and hands-on experience in pretraining and developing custom encoding architectures. This role is critical to building domain-specific language models for secure and high-performance defence applications.
Key Responsibilities :
- Pretrain and fine-tune Hugging Face Transformers for naval and defence-specific use cases.
- Design and implement custom encoding architectures for unstructured defence data (text, intelligence reports, maritime logs, etc.).
- Develop domain-specific embeddings and representations for secure and reliable software applications.
- Build end-to-end NLP pipelines : data collection, preprocessing, model training, evaluation, and deployment.
- Collaborate with engineers and defence domain experts to align NLP solutions with operational requirements.
- Optimize models for performance, scalability, and low-latency inference in mission-critical environments.
- Ensure all solutions comply with security, confidentiality, and defence-grade standards.
Required Skills & Qualifications :
years of experience in Natural Language Processing (NLP) and Deep Learning.
- Strong expertise with Hugging Face Transformers (BERT, GPT, RoBERTa, LLaMA, etc.).
- Experience in pretraining LLMs and creating custom tokenizers/encoding architectures.
- Proficiency in Python, PyTorch, and TensorFlow.
- Solid background in text representation learning, embeddings, and sequence modeling.
- Experience in distributed training (multi-GPU/TPU setups).
- Familiarity with MLOps practices for deploying and monitoring NLP systems.
- Ability to design solutions with security-first principles for sensitive defence applications.
What We Offer :
- An opportunity to build indigenous NLP systems for the Indian Navy ?.
- Work on cutting-edge NLP & AI projects that directly impact national security.
- Competitive pay with performance-driven growth.
- A chance to be part of a mission-driven team solving real-world defence challenges.
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