AI/ML Engineer Voice Assistance
2 weeks ago
As an AI Engineer, you will lead the machine learning aspects of the project, focusing on model development, fine-tuning, and integration to create seamless user experiences. You'll collaborate with embedded systems engineers to ensure models run efficiently on hardware, balancing accuracy, speed, and resource constraints.
Key Responsibilities:
- Design and build custom machine learning models for detection tasks, ensuring high accuracy in diverse environments (e.g., noisy backgrounds, varying inputs).
- Fine-tune large language models (LLMs) for specialized synthesis tasks, integrating them with output generation systems to produce personalized results.
- Prepare and curate custom datasets for training, including data collection, preprocessing, augmentation, and ethical sourcing to support model robustness.
- Implement and optimize search and indexing functionalities, such as inverted indexes, vector embeddings, and relevance ranking, tailored for query handling and multimodal data.
- Collaborate on end-to-end pipeline integration, providing AI insights to reduce latency while maintaining model performance.
- Conduct experiments, evaluate models using metrics like precision/recall and latency benchmarks, and iterate based on real-world testing.
Required Qualifications:
- Bachelor's or Master's degree in Computer Science, AI, Machine Learning, or a related field.
- 1-3 years of experience in AI/ML engineering, with hands-on work in signal/sensory processing (e.g., recognition, generation).
- Proficiency in Python and frameworks like PyTorch, TensorFlow, or Hugging Face Transformers.
- Strong knowledge of dataset preparation, including tools for annotation and augmentation (e.g., libraries for data handling).
- Understanding of search and indexing principles (e.g., Elasticsearch, FAISS for vector search).
- Experience with fine-tuning LLMs for specialized tasks.
Preferred Skills:
- Familiarity with real-time protocols and formats from an AI integration perspective.
- Experience deploying ML models on edge devices or optimizing for low-latency inference.
- Knowledge of ethical AI practices, especially in data handling and privacy.
- Strong problem-solving skills and ability to work in a fast-paced, collaborative environment.
Interested candidates should submit their resume, cover letter, and any relevant project details to .
Job Type: Full-time
Pay: ₹400, ₹800,000.00 per year
Benefits:
- Work from home
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