Intern Engineer Data Science

3 weeks ago


Markham, Canada Huawei Technologies Canada Co., Ltd. Full time

Our team has an immediate Internship opening for Data Science

Responsibilities:
  1. Research & Build (and/or Prototype) Gen AI model(s) using LLMs
  2. Design, develop and fine-tune scalable LLMs (Large Language Model)
  3. Collaborate with UX designer and front-end developer to incorporate UI design to the Gen-AI platform
  4. Collaborate with platform software engineers for integrating Gen-AI model into existing solution
  5. Conduct technical research and present to the team
What you’ll bring to the team:

Strong background in mathematics and statistics. A strong foundation in algorithms, data structure, and object-oriented-programming along with proficiency in Python, R, and Java.
Experience in using ML algorithms (i.e., supervised, unsupervised, and Reinforcement Learning) and exploratory data analysis (EDA) tool and libraries including Numpy, Pandas, Matplotlib, Seaborn, and Scikit-learn.
Solid knowledge of Artificial neural networks like CNN, RNN, LSTM, and GRU, along with expertise in DL frameworks such as PyTorch, TensorFlow.
Deep understanding of various NLP tasks and concepts in both NLU (e.g, text/token classification) and NLG (e.g., text generation) domains as well as hands-on experience with NLP libraries like SpaCy, and NLTK.
Theoretical knowledge of advanced NLP concepts including transformers, pre-training with self-supervised techniques, and transfer learning, along with experience in fine-tuning Auto-encoder, Autoregressive and Seq2Seq Language Models from Hugging Face.
Familiarity with Generative AI concepts and tools including (Mutlimodal) Large Language Models, Retrieval Augmented Generation, Vector databases and Langchain.
Prior internship experience in AI/ML development PHD students/graduates is an asset

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