onsite
AI Researcher (only IIT/IISc passouts) - TalentQuell
AI Research Engineer
AI Researcher to develop and optimize deep learning models for e-commerce search problems, specializing in NLP and LLMs with expertise in Python and TensorFlow.
About the role
Key Responsibilities
- Develop and optimize deep learning models including encoder-decoder architectures, transformers, CNNs, and GANs for e-commerce search problems
- Analyze large volumes of structured and unstructured text, image data, ontologies, and databases to identify performance bottlenecks
- Debug, tune, and modify research code to optimize model performance and accuracy
- Collaborate with cross-functional teams to implement solutions for complex real-world problems
- Conduct error analysis and propose innovative solutions through deep questioning and out-of-the-box thinking
Requirements
- Strong foundational knowledge in machine learning, deep learning, and core algorithms (classification, regression, clustering, dimensionality reduction)
- Proficiency in Python with hands-on experience using Scikit-learn, SciPy, NumPy, Pandas, Matplotlib, and TensorFlow
- Solid understanding of mathematical fundamentals including probability, statistics, linear algebra, and optimization techniques
- Experience with natural language processing (NLP) and large language models (LLMs) is preferred
- Formal experience in ML/DL projects through academic or professional projects
Skills
pythonmachine learningdeep learningnatural language processingtensorflowscikit learn