Natasha Tomar Email & Phone Number

Hyderabad, Telangana, India

• 1. Expertise in Recommendation Systems:
• Proven track record of designing, implementing, and optimizing recommendation systems for various domains, leveraging collaborative filtering, content-based filtering, and hybrid approaches.
• Strong understanding of machine learning algorithms and techniques, such as matrix factorization and deep learning, to enhance recommendation accuracy and personalization.
• Experience in working with large-scale datasets, ensuring scalability and efficiency of recommendation algorithms.2. Proficiency in Reinforcement Learning:
• Solid understanding and practical experience in reinforcement learning algorithms, including Q-learning, policy gradients, and deep reinforcement learning.
• Demonstrated ability to develop and train reinforcement learning agents.

Hyderabad, Telangana, India

• 1. Role Normalization:
• Demonstrated experience in utilizing advanced natural language processing techniques, such as BERT and FastText, to generate accurate and descriptive role name from fuzzy or incomplete role.
• Proficient in applying state-of-the-art language models and embeddings to improve the consistency and quality of role normalization tasks.2. Data Augmentation:
• Proven expertise in using data augmentation libraries and tools, such as Keras and PyTorch transforms, to enrich training datasets and enhance model performance.3. Data Curation:
• Strong background in data cleaning, preprocessing, and transformation techniques to ensure high-quality and consistent data.
• Experienced in handling missing values, outliers, and inconsistencies through strategies such as imputation, outlier detection, and data validation.4. Data Automation: