Jinto Jose
- Role
- Senior Machine Learning Engineer Ii at Synopsys Inc
- Location
- Austin, TX, US
- LinkedIn followers
- 500 followers
About Jinto Jose
Experienced in Machine Learning, Machine Learning Infrastructure, Data Pipelines…
Experience
Senior Machine Learning Engineer Ii
Jul 2021 — Present
Architected and led the development of Synopsys Machine Learning Platform - Atlas 2.0 using Kubernetes, Kubeflow (Pipelines, Katib, Jupyter Notebooks, Kale), Mlflow (Experimentation Tracking, Model Registry),FastAPI, Celery, Redis, Datastores (Ceph, Postgres) and ML Toolkits (Keras, PyTorch, Tensorflow). • Designed and Developed Data Pipelines for Data Cleansing, Data Transformations and Feature Engineering,using Orchestration Engines like Airflow, Datastores and Python Data Processing Libraries/Toolkits. • Designed and Developed Model Training, Model Tuning and Model Inference Pipelines using Kubeflow, Katib (Auto ML) and Kale. • Researched, Prototyped and Incorporated Open-Source Technologies/Industry Practices for Distributed Computing, Machine Learning, Data Management and Containerization into Synopsys Applications. • Collaborated with Engineers across Teams in Analysing, Architecting and Implementing Optimal Solutions for diverse Data and Machine Learning Application requirements. • Created, reviewed Technical Design Documents, Code Reviews, Infrastructure/API Docs, QuickStart Guides, Best Practices, Platform Articles and Blogs.
Education
National Institute of Technology Karnataka
Bachelor of Technology (BTech), Information Technology
University of Massachusetts
Master of Science (M.S.), Computer Science
Skills
- Microsoft Access
- Photoshop
- Apache
- Machine Learning
- Cascading Style Sheets (Css)
- Bugzilla
- Oracle Sql Developer
- Xml
- Tomcat
- Jquery
- Webpack
- J2ee Web Services
- Python
- Chai
- Artificial Neural Networks
- Typescript
- Javaserver Pages (Jsp)
- Visual Studio
- Mocha
- Pl/Sql
- Servlets
- Websphere
- Eclipse
- Jasmine Framework
- Sahi
- Selenium
- Html
- C++
- Karma
- Node.js
- Internet Protocol Suite (Tcp/Ip)
- Javabeans
- Git
- Json
- Tortoise Svn
- C
- Mysql
- Lamp
- Matlab
- Amazon Web Services (Aws)
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