Machine learning enginer

Automail is a python package created for bulk mailing. The package supports HTML templates plus text data.

Automail Python Package

Health has become a necessary concern these days, with all the havoc created by the recent COVID-19, it has become essential to maintain a healthy lifestyle. Mainly for people into sports and fitness, it has become difficult to monitor thei

PERFORMANCE ANALYZER FOR ATHLETES

Assets registration system

I/O '21 Exchange Pilot is an online mentorship pilot under the Exchange with Google Developers Program. This program aims to democratize technical skills, facilitating the connection among developers by, 
1) Providing Technical Guidance for Developers
2) Solving Technical Challenges
3) Achieving Tech Excellence on Google Technologies.

IEEEXtreme is a global challenge in which teams of IEEE Student members – advised and proctored by an IEEE member, and often supported by an IEEE Student Branch – compete in a 24-hour time span against each other to solve a set of programming problems.

- Designed and Implemented new Machine Learning model architecture for identifying various line types in oil plant layouts, resulting in a significant increase in predictive accuracy from 75% to 92%.
- Optimized image processing pipelines improving the computational performance by 40%.
- Migrated the code base from Tensorflow 2.0 to PyTorch, resulting in a 20% improvement in processing time.
- Conducted code reviews and guided junior team members.

During my internship at iPing Data Labs LLP, I work on the following activities: 
- Pose Estimation Data collection and Research
- Training a Neural network for activity recognition
- Labelling a Dataset for Industrial Worker Safety Project
- Assisted in testing the Computer Vision Camera ( Basler make)

- Conduct data analysis to identify trends and patterns in geographical data of the Indian Subcontinent.
- Created scripts to monitor and track the Total electron content in the ionosphere, providing valuable insights and data for further research and analysis.
- Improved the graph generation scripts to deliver 2x performance gain in the visualization operations.

IEEE is a technical committee and being the Tech-head was one of the coveted position at IEEE.
The roles and responsibilities covered by me during the tenure 2018-2019 are as follows:
- Manage the team and design, develop, and organise events.
- Host technical events and workshops.
- Guide the team in building beautiful websites.
- Develop and maintain various automation scripts for flawless execution of tasks during and after completion of events.

Preetam Rane

Machine learning enginer