Sejal Zilpe

● Worked as a full stack developer on web based 2D Image Annotation Platform using Django framework for serving interior sensing-based requirements.

● Developed end to end APIs and integrated it with frontend modules.

● Developed an auto annotation platform using HrNet based computer vision model to reduce manual annotation effort by upto 70%.

● Leading a team of 5 members working on development of workflow management application managing data transfer with external vendors to serve 3D annotation requirements for ADAS.

● Won Process Innovation Award: Global Data Pipeline Solution for AL/ML

● Tech Stack: Python, Django, FastAPI, JavaScript, React, HTML, JQuery, MySQL, PostgreSQL, Docker, Azure.

● Worked as a full stack developer responsible for development/design of Open-source software platform for SONY Corp. The application was responsible to handle all license and copyleft workflow activities. Responsibilities included:

● Development of lambda functions to implement the business logic using Python, JavaScript, Ajax and deployed on AWS EC2 using Apache web server.

● Development of web application for operations/management of file transfer using the application using JavaScript, HTML, jQuery,

● Tech Stack: Python, JavaScript, HTML, CSS, PostgreSQL, AWS, Django, jQuery, Ajax, Nginx, Gunicorn, Jenkins

● Worked as a full stack developer responsible for building AI framework enabled to build intelligent engineering solutions porting it to optimized Intel platform to achieve performance results. Projects worked on:

● Analyzed and understanding the project requirements.

● Created and maintained the AWS EC2 and SageMaker instances.

● Performed optimization of the performance operations required on AWS EC2.

● Research on Intel's image processing optimization tool OpenVINO.

Tech Stack: Python, Linux, TensorFlow, OpenCV, AWS EC2, Ubuntu