Specializing in MLOps, Kubernetes and Deep Learning | Converging HPC with Kubernetes for Scalable AI Platforms
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๐ญ I am really passionate about programming, Machine Learning, Deep Learning, ASR, NLP and software development.
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๐ญ Iโm currently working on MLOps, AI Platforms, Deep learning, Automatic Speech Recognition and Language modeling.
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๐ญ I'm always keen on amalgamating research, development, and deployment (obsessed with deploying models into production).
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๐จโ๐ป All of my projects are available @ https://github.com/Jithsaavvy?tab=repositories
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๐ซ Reach me @ [email protected]
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๐ Know about my experiences @ https://www.linkedin.com/in/jithin-sasikumar/
MLOps | GitOps | ASR | NLP | Automated CI/CD for end-to-end ML Pipelines | Deep Neural Networks | Scalable Infrastructure | Distributed ML/DL | Distributed systems | Containerization | Cloud Computing
- Languages: Python | Groovy | Bash | C# | C++
- MLOps: Kubernetes with Helm | Docker | Kubeflow | MLflow | Apache Airflow | Ansible | Istio | Argo CD | Minio | Longhorn | Kaniko | YAML
- ML/DL Frameworks: Tensorflow | Pytorch | Accelerate | Transformers | DeepSpeed | Keras | Scikit-learn Tensorflow Federated | Numpy
- Cloud Technologies: AWS (EC2, IAM, SageMaker, S3, ECR) | Heroku
- CI/CD Tools & Version Control: Git | GitHub | GitHub Actions | GitLab | GitLab CI/CD
- ๐ข๐ฏ๐๐ฒ๐ฟ๐๐ฎ๐ฏ๐ถ๐น๐ถ๐๐: Prometheus, Grafana and EFK (Elasticsearch, FluentBit, Kibana)
- Additional Tools: Flask | FastAPI | Poetry | Slurm | Jupyter Notebooks | Gradle | Pytest | Hydra
- Database & Warehouse: PostgreSQL | MySQL | Snowflake
- Operating Systems: Linux | Windows