Ai Ml Engineer
4 days ago
Role & responsibilities
Position Title: AI/ML Engineer
Location: Pune
Experience: 1-5 years
Job Overview
We are seeking a talented and experienced AI/ML Engineer specializing in Conversational AI to design, develop, and deploy intelligent chatbots. The ideal candidate will possess a deep understanding of Natural Language Processing, memory-enhanced neural architectures, and generative AI techniques to build state-of-the-art conversational systems.
Key Responsibilities
- Design and develop AI-driven chatbots with context retention and memory capabilities.
- Implement state-of-the-art SLM models and fine-tune pre-trained transformers like LLaMA, GPT, Mistral, or BERT.
- Develop custom solutions for context-aware responses, user-specific personalization, and interaction flow management.
- Integrate chatbots into various platforms, ensuring seamless deployment and scalability.
- Utilize advanced machine learning models like LSTMs, MANNs, or reinforcement learning to enhance conversational capabilities.
- Monitor chatbot performance, analyze user interactions, and iteratively improve the models.
- Collaborate with UI/UX teams to deliver user-friendly conversational interfaces.
- Optimize ML pipelines for model training, versioning, and deployment using MLOps best practices.
- Document workflows, research findings, and technical architecture.
Required Skills
- Strong expertise in Python, with knowledge of data cleaning and preparation libraries for text extraction.
- Hands-on experience with NLP tools and frameworks (e.g., SpaCy, Hugging Face Transformers, or AllenNLP).
- Proficiency in conversational AI platforms (e.g., Amazon Lex or Microsoft Bot Framework).
- Knowledge of contextual and memory-based architectures in AI.
- Experience with cloud services for ML training and deployment on AWS SageMaker.
- Excellent problem-solving, analytical thinking, and communication skills.
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