GenAI/ML Engineer

1 month ago

Noida, India Recro Full time
We are seeking a highly skilled AI/ML Engineer to join our team and drive theimplementation of cutting-edge ML solutions. The ideal candidate will have extensiveexperience in developing and deploying advanced GenAI applications, techniques andmodels.Key Responsibilities:1. Advanced RAG Implementationo Identify the most appropriate chunking techniques for a use case tomaximize RAG’s accuracyo Evaluate and implement different retrieval optimisation techniquesdepending on data & use case requirementso Apply RAG solutions to real-world use cases, ensuring practicalapplicability

2. LLM Fine-tuning and Optimizationo Fine-tune Large Language Models (LLMs) for specific domain use caseso Work on creating the data & format required for fine tuningo Implement and customize pre-trained models using libraries like HuggingFace Transformers3. AI Solution Developmento Design and implement advanced AI solutions, including intentclassification, sequential modeling, and semantic searcho Work with vector databases & frameworks like LangChain to build LLM-powered applications

4. Model Evaluation and Improvemento Create robust evaluation benchmarks to assess model performanceo Continuously research and propose innovative methods to enhance AIsolution performance

5. Technical Leadership and Collaborationo Stay up-to-date with the latest developments in GenAI and shareknowledge with the teamo Collaborate with cross-functional teams to integrate AI solutions intoproduction systems

Requirements: 2 years+ experience in Machine Learning and Natural Language Processing Hands-on experience with PyTorch, Hugging Face Transformers, and otherrelevant libraries Proven track record of implementing RAG systems for real-world use cases Experience in fine-tuning and optimizing large language models Proficiency in Python and software engineering best practices Familiarity with vector databases and embedding techniques Strong problem-solving skills and attention to detail Passion for staying current with the latest GenAI developmentsPreferred Qualifications: Familiarity with cloud platforms (AWS, GCP, or Azure) for AI deployment Knowledge of MLOps practices and tools Contributions to open-source NLP projects or research publications

Why Join Us? Work with clients from multiple sectors with real problems to solve Work on cutting-edge AI projects that push the boundaries of what possible Collaborate with a team of world-class AI researchers and engineers Access to state-of-the-art computing resources and datasets Make a real-world impact by applying advanced AI techniques to solve complexproblemsIf you're excited about shaping the future of AI and have the skills to tackle complexchallenges in generative AI and language models, we want to hear from you. Apply nowand let's innovate together

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