
AI Visionary
2 days ago
This role involves working with an international team to develop and implement AI solutions for real-world problems. The ideal candidate will have expertise in custom model development, training, and end-to-end pipeline creation.
- Key Responsibilities:
- Create custom machine learning models for business-specific problems using NLP, computer vision, predictive modeling, and recommendation systems.
- Build and maintain scalable AI/ML pipelines for data ingestion, preprocessing, training, testing, deployment, and monitoring.
- Collaborate with cross-functional teams to integrate AI solutions into real-world products.
- Ensure high-performance, scalable, and production-ready deployment using MLOps practices.
- Optimize models with advanced techniques such as hyperparameter tuning, distributed training, and GPU optimization.
- Contribute to research initiatives and adopt the latest innovations in LLMs, generative AI, and automation frameworks.
- Bachelor's or Master's degree in Computer Science, Artificial Intelligence, Data Science, or related field.
- 5+ years of hands-on experience in developing AI/ML solutions.
- Strong programming expertise in Python and frameworks like PyTorch, TensorFlow, Scikit-learn, and Hugging Face.
- Proven track record in building and managing ML pipelines using Airflow, Kubeflow, MLflow, and Prefect.
- Proficiency in data preprocessing, feature engineering, and model evaluation techniques.
- Hands-on experience with cloud AI/ML platforms like AWS Sagemaker, Azure ML, or GCP Vertex AI.
- Familiarity with containerization and orchestration using Docker and Kubernetes.
The successful candidate will have the opportunity to work on impactful projects, collaborate with a global team, and contribute to the development of cutting-edge AI solutions.
Preferred Skills- Experience in fine-tuning Large Language Models (LLMs).
- Exposure to real-time/streaming data processing using Kafka and Spark Streaming.
- Knowledge of microservices and API development for model integration.
- Experience with generative AI and reinforcement learning techniques.
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