Vishnu Deva

Background

About Vishnu Deva

I'm a dedicated and passionate professional who thrives at the intersection of Platform Engineering and Machine Learning. At Mad Street Den, a leading startup in the AI space, I architected and led the development of our state-of-the-art ML model training platform. Over the past year and a half, I've taken the lead on a pivotal initiative: the development of an advanced ML framework which is poised to underpin all our future AI endeavors. I relish tackling complex problems that require a combination of ML, backend, platform, infrastructure, system design, and creativity to solve. I'm truly at home when dealing with the unknown. Specialities:* Strategic Planning: I excel at foreseeing future requirements and orchestrating multi-domain projects that converge seamlessly.* Team collaboration and community engagement: I actively share knowledge through documentation, blogs, and seminars. Contributing to open-source projects and participating in community discussions are ways in which I engage and learn from the broader tech ecosystem.* Versatility: I love being a "Swiss army knife". I seamlessly integrate skills across multiple domains such as ML, backend, platform, and infrastructure to address a wide array of challenges independently. Tools:[AWS, GCP], Kubernetes, Python,[Pytorch, Sckit-learn],[FastAPI, Pydantic, Hydra, Omegaconf],[Prometheus, Loki, Grafana, Linkerd, Jaeger], Ray (distributed computing),[ArgoCD, Github Actions],[Kubeflow Pipelines, Argo Workflows, Airflow], MLFlow, Neo4j (DB management and Cypher scripting)