Kritika A
Passionate AI/ML Engineer | Expert in Generative Technologies and Machine Learning | LLMs | NLPs | Enthusiast
- Role
- Software Engineer, Ml at Meta
- Location
- New York, NY, US
- LinkedIn followers
- 500 followers
About Kritika A
ML Engineer with over 6 years of experience in designing and implementing advanced models…
Experience
Software Engineer, Ml
Jul 2022 — Present
Develop and implement state-of-the-art generative models (using TensorFlow, PyTorch, and Keras) to enhance user engagement and content creation across Meta\'s platforms-Collaborate with cross-functional teams, including data scientists and product managers, to integrate generative AI solutions into existing applications and features, utilizing tools like Docker and Kubernetes for deployment-Conduct research on the latest advancements in generative AI, exploring novel methodologies to improve model performance and efficiency, leveraging libraries such as Hugging Face Transformers and OpenAI Gym-Optimize algorithms for scalability and performance, ensuring seamless deployment on Meta\'s infrastructure, including cloud services like AWS-Analyze and preprocess large datasets (using Apache Spark and SQL databases like PostgreSQL and MySQL) to support model training, focusing on data quality and relevance-Implement rigorous testing and validation protocols (using Jupyter Notebooks and Matplotlib for visualization) to ensure the reliability and accuracy of generative models in production environments.
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