HCL - Senior Developer - Generative AI

Must Have Skills : - Generative AI - GPT3, ML Ops and Python - Proficient in Python, with experience in machine learning, deep learning, and NLP processing. - Experience in developing and implementing generative AI models, with a strong understanding of deep learning techniques such as GPT, VAE, and GANs. - Proficient in Langchain, LLM - Prompt Engineering : The engineer prompts and optimizes few-shot techniques to enhance LLM's performance on specific tasks, e.g. personalized recommendations. - Model Evaluation & Optimization: Evaluate LLM's zero-shot and few-shot capabilities, fine-tuning hyperparameters, ensuring task generalization, and exploring model interpretability for robust web app integration. - Response Quality: Collaborate with ML and Integration engineers to leverage LLM's pre-trained potential, delivering contextually appropriate responses in a user-friendly web app. - It is essential to have a solid understanding of data structures, algorithms, and principles of software engineering. - Experience with vector databases RDBMS, MongoDB and NoSQL databases. - Proficiency in working with embeddings. - Strong distributed systems skills and system architecture skills - Experienced in building and running a large platform at scale. - Hands-on experience with Python, Hugging Face, TensorFlow, Keras, PyTorch, Spark, or similar statistical tools. - Experience as data modeling ML/NLP scientist. including, but not limited to, Performance tuning, fine-tuning, RLHF, and performance optimization. - Validated background with ML toolkits, such as PyTorch, TensorFlow, Keras, Langchain, Llamadindex, SparkML, or Databricks. - Proficient with the integration of data from multiple data sources Experience with NoSQL databases, such as HBase, ElasticSearch, and MongoDB API Design. - API/Data mapping to schema. - Experienced in and strong knowledge of using AI/ML and more particularly LLMs eager to apply this rapidly changing technology. - Good Knowledge of Kubernetes, and RESTful design. - Prior experience in developing public cloud (ref:hirist.tech)

Location: noida, IN

Posted Date: 11/22/2024