Job Description
Key Responsibilities:
- Develop and implement NLP-focused ML/DL solutions to power innovative, AI-driven products and features.
- Build and optimize models for text classification, entity recognition, summarization, semantic search, and document understanding.
- Work with traditional ML algorithms (Logistic Regression, SVM, Random Forest, XGBoost, etc.) and deep learning models (RNN, LSTM, GRU, Transformers).
- Design and leverage embeddings for semantic similarity, clustering, and vector-based retrieval.
- Explore and integrate Generative AI techniques into NLP applications like summarization, Q&A, and conversational systems.
- Implement and optimize transformer architectures (BERT, RoBERTa, GPT, etc.) for real-world production workloads.
- Collaborate with cross-functional teams to collect, clean, and preprocess unstructured textual data.
- Deploy, monitor, and maintain models using MLOps best practices including c...
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